# DejaViewed — Full Catalog (846 entries, 18 collections, 64 guides, 45 deeper dives)
Updated: 2026-10-23
Site map for agents: https://dejaviewed.dev/llms.txt · How it is built: https://dejaviewed.dev/method · JSON: https://dejaviewed.dev/api/catalog.json
Usage: captions and transcripts belong to their creators (each entry links its source post); titles, summaries, tiers and tags are DejaViewed's own curation. Terms: https://dejaviewed.dev/method#terms

# Guides

## Why Your Agent Sucks: Architecture Patterns That Actually Work
- URL: https://dejaviewed.dev/guides/agent-architecture
- In short: Take one real agent you own and rebuild it around a clean split of context (what the model sees this turn), memory (what persists and how it is retrieved, updated and forgotten) and harness (the code that runs the loop, tools and guardrails), then prove the change with a task-completion eval at a fixed model.

## Red-Team Your Own Agent — prompt-injection CI from the jailbreak corpus
- URL: https://dejaviewed.dev/guides/agent-injection-ci
- In short: Build a defensive prompt-injection CI harness for YOUR OWN agent: a fixed suite of injection and 'just ask nicely' hijack cases that runs on every skill install and harness change, with a canary secret and a tool-call allowlist, failing the change if the canary leaks or a tool call escapes scope.

## Mission Control for 80 Agents — Conway's law meets game UI
- URL: https://dejaviewed.dev/guides/agent-mission-control
- In short: Once you run more than a handful of agents, the bottleneck is your attention, not tokens.

## The AI Capex Stack — reading it like a credit analyst
- URL: https://dejaviewed.dev/guides/ai-capex-credit-lens
- In short: Running this system builds a paper-only research tracker that watches the one variable neocloud GPU debt depends on: hourly GPU rental prices after contracts end, set against token price deflation.

## 25 Agents Walk Into a Market: AI-Powered Trading Infrastructure
- URL: https://dejaviewed.dev/guides/ai-trading-agents
- In short: Build a multi-agent trading research system where specialist agents (HMM regime detector, Heston volatility surface, Cox-process event intensity, phase-space dynamics, Avellaneda-Stoikov market maker) feed a debate and a risk gate, then test whether debate adds anything over the specialists alone.

## The One-Person Video Studio: AI Tools That Replace a Production Team
- URL: https://dejaviewed.dev/guides/ai-video-production
- In short: Runway + Kling + rotoscoping + motion brush = professional video production without a crew, studio, or actors. Direct scenes with text prompts and motion controls.

## The Album Is a Device Again — Offline Generative Music Objects
- URL: https://dejaviewed.dev/guides/album-as-device
- In short: Produces a song-as-object prototype: a Raspberry Pi player that recombines the artist's own 8-12 stems by seeded rules so no two plays match, adds an optional local voice line, shows the play number on a Sharp memory LCD, and sits in a printed case with a priced bill of materials (BOM).

## Ambient Executive Function — glanceable hardware for agents and attention
- URL: https://dejaviewed.dev/guides/ambient-executive-function
- In short: Running this system builds a small always-on desk object, an ESP32 driving a 2.7 inch Sharp memory LCD in a printed stand, that shows the top three lines of NOW.md and the count of Claude Code sessions waiting for approval, plus NFC tags that log done/started/leaving with one tap through an iOS Shortcut.

## Escaping the AI House Style — Taste Trained on the Public Domain
- URL: https://dejaviewed.dev/guides/archive-trained-taste
- In short: Build a defensible design voice from a public-domain archive nobody is mining, instead of the same borrowed toolkit everyone feeds their agent.

## Art Without Gatekeepers: How AI is Rebuilding the Creative Economy
- URL: https://dejaviewed.dev/guides/art-market-disruption
- In short: Build a working direct-to-collector practice for one artist in 30 days.

## Autonomous Agents in the Wild: What's Actually Working in 2026
- URL: https://dejaviewed.dev/guides/autonomous-agents-wild
- In short: Separate working autonomous-agent patterns from demo-ware by building and stress-testing one narrow agent with real guardrails: a single task, one or two tools, fast feedback, hard budget and scope caps, persistent memory, and an adversarial test suite that tries to break it.

## The Autonomous Brand Machine: Claude Code as Your Entire Marketing Team
- URL: https://dejaviewed.dev/guides/autonomous-brand-machine
- In short: Build and test a supervised content system for one brand: an Obsidian brand vault indexed with Graphify, Claude Code generating ad and UGC-style assets in Higgsfield (Nano Banana for stills, Seedance 2.0 for video) via Playwright MCP, a review queue, and posting through official platform APIs.

## Avellaneda-Stoikov + Hawkes Processes — Market Making and Order-Flow Alpha
- URL: https://dejaviewed.dev/guides/avellaneda-stoikov-and-hawkes
- In short: The two canonical building blocks of academic HFT: a closed-form model for where to quote (Avellaneda-Stoikov) and a statistical model for when trades cluster (Hawkes). Together they describe the two halves of a market maker's problem — price the quotes, then time the quotes.

## Benchmark Your Brain — the skill-optimizer loop, pointed at the human
- URL: https://dejaviewed.dev/guides/benchmark-your-brain
- In short: The agent world now rewrites skills against benchmarks: SkillOpt rejects any edit that doesn't beat the eval, Karpathy-style autoresearch adds an outer coach loop, and skills log their own failures for batch rewrites. Meanwhile the catalog's learning entries stop at 'turn saves into quizzes'.

## Blender MCP + Tripo — Reference Image to Rendered Scene, Driven by Claude
- URL: https://dejaviewed.dev/guides/blender-mcp-tripo-pipeline
- In short: Running this system sets up Blender MCP with a hosted image-to-3D generator and drives it from Claude to turn one reference photo into a rendered Blender scene, with the integration claims checked against the code.

## Boris Cherny's CLAUDE.md — The Canonical Template
- URL: https://dejaviewed.dev/guides/boris-cherny-claude-md
- In short: Boris's own CLAUDE.md and the workflow rules he published on X became the de facto template that the wider community now cargo-cults. If you've seen a CLAUDE.md with sections like "Workflow Orchestration," "Self-Improvement Loop," and "Verification Before Done," you're looking at a descendant of Boris's file.

## Claude Code Hooks Cookbook: 18 Recipes, All 33 Events
- URL: https://dejaviewed.dev/guides/claude-code-hooks-system
- In short: Build a tested, version-pinned hook suite for Claude Code: a destructive-Bash blocker, a secret-leak blocker on Edit/Write, auto-format on edit, git context at SessionStart, a Bash audit log, a PreCompact transcript backup, and a Stop gate that refuses 'done' while tests fail.

## Claude Code Leaked System Prompt — Deep Dive
- URL: https://dejaviewed.dev/guides/claude-code-leaked-system-prompt
- In short: Turns the publicly mirrored Claude Code system prompt (Piebald-AI/claude-code-system-prompts, asgeirtj/systempromptsleaks, Drew Breunig's 2026-04-04 assembly analysis) into a hardened, measured system prompt for YOUR OWN agent.

## The Claude Code Power User's Toolkit: From Token Waste to Terminal Dominance
- URL: https://dejaviewed.dev/guides/claude-code-mastery
- In short: Configure Claude Code for one real project so it costs fewer tokens and finishes more work: a lean CLAUDE.md, primer.md, hooks, parallel worktrees, a vetted subset of the 7 repos, and output and token tooling (Caveman, codeburn). For a daily Claude Code user hitting limits.

## Claude Code Parallel Worktrees — Boris Cherny's Canonical Workflow
- URL: https://dejaviewed.dev/guides/claude-code-parallel-worktrees
- In short: Stand up a working 3-5 session parallel Claude Code workflow on one real repo using git worktrees, with automatic per-worktree ports and databases, a status view of all worktrees, and a measured answer to whether it actually raised your merged-PR throughput.

## The Claude Harness Pattern: Context, Memory, and Cognitive Scaffolding
- URL: https://dejaviewed.dev/guides/claude-harness-pattern
- In short: Produce a working, version-controlled Claude harness for one real project: a CLAUDE.md of permanent rules, a primer.md that is rewritten every session, a skills/ folder of reusable workflows, and at least one hook that self-corrects behaviour.

## Claude Mastery: From First Install to Advanced Agent Architecture
- URL: https://dejaviewed.dev/guides/claude-mastery
- In short: Turn a bare Claude Code install into a mastered, measured setup for one real project: CLAUDE.md, skills, hooks, MCP/CLI tools, memory persistence, parallel worktrees, and cost controls - each adopted only after it beats the prior setup on a repeatable test.

## Real CLAUDE.md Examples, Annotated
- URL: https://dejaviewed.dev/guides/claude-md-examples
- In short: Produce an evidence-backed CLAUDE.md for one real repository the user owns. Every line traces to a trap, command, check or ban the code cannot reveal.

## The Self-Improving AI Workspace: Claude Code That Gets Smarter Every Session
- URL: https://dejaviewed.dev/guides/claude-second-brain
- In short: Build a Claude Code workspace with layered persistent memory - CLAUDE.md for rules, a lessons file fed by corrections, primer.md rewritten each session, a SessionStart hook that injects live git state, and an Obsidian vault structured as an LLM wiki with a gap-filling skill - then measure whether it compounds.

## Who's Across the Table — forensics for the system trading against you
- URL: https://dejaviewed.dev/guides/counterparty-forensics
- In short: Running this system measures the edge already being taken from you before you look for your own.

## The One-Person Studio: Creative Tech Stack That Replaces a Team
- URL: https://dejaviewed.dev/guides/creative-tech-stack-2026
- In short: In 2026, a single creator with Claude Code, Cursor, Blender, and a handful of AI tools can produce work that required a 5-10 person team two years ago: interactive 3D websites, motion-captured animations, AI-assisted VFX, generative music videos. These entries collectively map the full stack.

## Earned Autonomy — a three-tier router that demotes work to your own GPU
- URL: https://dejaviewed.dev/guides/earned-autonomy-router
- In short: Build a three-tier task router (frontier, mid-tier, and a local Qwen 27B on one 24GB GPU) plus a zero tier for plain shell commands, wired into an existing orchestrator-worker setup. Each task class earns its way down the stack only through statistically justified review pass rates.

## Skills That Earn Their Lines — benchmark-gated self-editing plus subtraction
- URL: https://dejaviewed.dev/guides/eval-gated-skill-evolution
- In short: Build a two-way, eval-gated ratchet for your CLAUDE.md and skills: a held-out eval from your own history, an ablation sweep that deletes rules whose removal does not hurt, and a SkillOpt-style loop that merges only edits beating the benchmark - with a noise check that proves the eval is signal, not variance.

## The Incentive Trap: Game Theory for the AI Age
- URL: https://dejaviewed.dev/guides/game-theory-ai
- In short: Turn the six saved posts into a working incentive-mapping kit. That means three formal games written down and solved: the SpaceX day-one IPO trade versus the 'holdco re-rating' trade, the expired-API-domain squat that 'really thought this would work', and the Hinton-Sutskever-OpenAI talent and safety race.

## Gemini CLI — Google's Free Terminal Coding Agent
- URL: https://dejaviewed.dev/guides/gemini-cli
- In short: Install Gemini CLI next to Claude Code and build a measured routing layer: a free commit-message and PR-description drafter, a large-context repo summarizer that feeds Claude, and a grounded-research helper, each wired through gemini -p --output-format json.

## Code as Canvas: When Algorithms Become the Artist
- URL: https://dejaviewed.dev/guides/generative-art-code
- In short: Ant colonies, boid simulations, particle systems, and generative algorithms create art that's alive — emergent beauty from simple rules. The artist writes the rules, not the pixels.

## Every App Is Headless Now — agents that build their own control surface
- URL: https://dejaviewed.dev/guides/headless-everything
- In short: Make one legacy tool that you or a client are licensed to use agent-drivable, lawfully, and decide honestly whether wrapping it is an arbitrage or a consulting treadmill.

## Hunyuan3D-2 — Tencent's Open Image-to-3D Mesh Generator
- URL: https://dejaviewed.dev/guides/hunyuan3d-2
- In short: Run Tencent's Hunyuan3D-2 locally as a reproducible image-to-3D pipeline: reference image in, cleaned and textured GLB out, measured for VRAM, time, mesh validity, and fidelity to the input, then extended to the text-to-image-to-mesh chain and a Blender import.

## Body → Machine → Art: Real-Time Interactive Installations Anyone Can Build
- URL: https://dejaviewed.dev/guides/interactive-installations
- In short: Kinect/MediaPipe body tracking + TouchDesigner + Unreal Engine = interactive art installations that respond to human movement. Previously needed a studio budget; now runs on a gaming laptop.

## L1B3RT4S — Elder Plinius's Jailbreak Corpus (Defensive Research Notes)
- URL: https://dejaviewed.dev/guides/l1b3rt4s-jailbreak-repo
- In short: Uses the structure of Elder Plinius's L1B3RT4S corpus (about 40 vendor-sorted.mkd files, SYSTEMPROMPTS.mkd, SPECIALTOKENS.json,!SHORTCUTS.json) as input to a defensive program for YOUR OWN LLM agents.

## llms.txt — The Website Manifest for LLM Agents
- URL: https://dejaviewed.dev/guides/llms-txt-standard
- In short: Ship a spec-conformant /llms.txt, an optional /llms-full.txt, and.md twins for the key pages of one real site, generated from the site's own build so they never drift, and measure whether agents actually use them.

## MediaPipe × TouchDesigner: Real-Time Body-to-Art Pipeline
- URL: https://dejaviewed.dev/guides/mediapipe-touchdesigner-pipeline
- In short: Build and ship one real-time, body-reactive visual: MediaPipe tracking (hands 21 / pose 33 / face 468 landmarks) piped into TouchDesigner, driving a generative visual that responds to movement, exported as a standalone or NDI stream.

## Melody Genealogy — Crate-Digging the Public Domain with Local Search
- URL: https://dejaviewed.dev/guides/melody-genealogy
- In short: Build a local, fully offline melody-genealogy engine that does by machine what Chance McCoy does by ear: cluster public-domain recordings into tune families and map how melodies travelled across centuries and languages.

## Buying Dead Apps — the one-person AI-native rollup
- URL: https://dejaviewed.dev/guides/micro-bending-spoons
- In short: Bending Spoons went from $40k to an $18B IPO by buying stagnant software, rebuilding only what customers use, and compounding the margin. Public SaaS multiples just got cut in half.

## Mocap as Reward — teaching cheap robots to move like you
- URL: https://dejaviewed.dev/guides/mocap-as-reward
- In short: Running this system replaces reward-function trial and error with 'show it what you mean' on a cheap open robot.

## n8n-mcp + obsidian-skills — Two High-Leverage Claude Code Extensions
- URL: https://dejaviewed.dev/guides/n8n-mcp-and-obsidian-skills
- In short: Two of the most useful community-built extensions to Claude Code as of April 2026.

## Natural Language → 3D Scenes: The Pipeline That Didn't Exist 6 Months Ago
- URL: https://dejaviewed.dev/guides/natural-language-3d
- In short: Produce a working text-or-image-to-3D-scene pipeline: Claude Code drives Blender through the Blender MCP server, Tripo and Hunyuan3D-2 generate the meshes, and the result is a saved.blend plus a headless render that matches a written brief or a 2D reference image.

## Offline AI Appliances — one job, one box, no cloud
- URL: https://dejaviewed.dev/guides/offline-ai-appliances
- In short: Gemma Translator puts speech recognition, translation and TTS on a Raspberry Pi 5, and it ships with a bill of materials and a printable case.

## One Dancer, a Thousand Bodies — Ensemble Choreography from Herd Physics
- URL: https://dejaviewed.dev/guides/one-dancer-thousand-bodies
- In short: Produces a 90-second ensemble piece in Blender where 200 to 1,000 bodies perform one dancer's captured phrases, and the choice of phrase and facing for each body is governed by an Ising or Potts herding model whose temperature the artist drops live through the critical point on a gamepad axis.

## The One-Person Creative Empire: AI Tools That Replace an Entire Agency
- URL: https://dejaviewed.dev/guides/one-person-creative-studio
- In short: Claude Code + Figma + Runway + Higgsfield + TouchDesigner enables a single person to produce marketing, video, interactive art, and web design at agency quality — the creative middle class is being born.

## Onyx — Self-Hosted Open-Source ChatGPT / Claude Replacement
- URL: https://dejaviewed.dev/guides/onyx-self-hosted-ai
- In short: Stand up Onyx (formerly Danswer, github.com/onyx-dot-app/onyx) as a self-hosted knowledge layer over everything that is not code: project notes, MEMORY.md files, guides, GitHub repos, optionally Gmail and Drive.

## OpenScreen — Free Open-Source Screen Studio Alternative
- URL: https://dejaviewed.dev/guides/openscreen-screen-recorder
- In short: Install or build OpenScreen (github.com/siddharthvaddem/openscreen, MIT, Electron + React + PixiJS) on Victor's Fedora Linux Wayland desktop, prove its capture path works with PipeWire, and produce one publish-ready Claude Code workflow demo with auto-zoom and an animated cursor in 16:9 and 9:16.

## Strategy Autoresearch — the judge is the product, not the agent
- URL: https://dejaviewed.dev/guides/overfit-proof-autoresearch
- In short: Self-rewriting loops (Karpathy-style autoresearch, bilevel coach loops, Microsoft SkillOpt) keep any edit that beats a benchmark. Point one at trading and it becomes an industrial overfitting machine — the backtest is the benchmark, and the loop will beat it ten thousand times.

## Anything With Geometry — Ink on Paper: the Pen-Plotter Loop
- URL: https://dejaviewed.dev/guides/plotter-loop
- In short: Fogleman's ln turns any 3D scene into hidden-line vector paths, and vpype makes those paths plotter-ready.

## Polymarket 99c Limit Order Arbitrage — Scalping the Resolution Tail
- URL: https://dejaviewed.dev/guides/polymarket-99c-limit-arbitrage
- In short: Decide, with data rather than a story, whether resting 97-99c bids on near-certain Polymarket contracts earns more than the resolution-against tail it is paid to absorb.

## Polymarket Weather Trading — Ensemble Forecasts as Edge
- URL: https://dejaviewed.dev/guides/polymarket-weather-trading
- In short: Test whether a calibrated multi-model ensemble forecast of the exact resolution station beats Polymarket's prices on daily temperature and precipitation buckets after fees and fill costs.

## Forecast the Weather, Not the Price — gating models by tradeability
- URL: https://dejaviewed.dev/guides/predict-predictability
- In short: Open candlestick foundation models like Kronos give you a forecast on every bar, and a hedge-fund stress test says it fails on many levels.

## primer.md — The Living Handoff Document Pattern
- URL: https://dejaviewed.dev/guides/primer-md-pattern
- In short: Implement the primer.md living-handoff pattern (credited to @keshavsuki, lineage from @ykdojo's HANDOFF.md) in a real project so every Claude Code session starts from an accurate state snapshot and ends by rewriting it, without the human remembering.

## Beyond Prompting: Prompt Architecture as Engineering Discipline
- URL: https://dejaviewed.dev/guides/prompt-architecture
- In short: Turn a working LLM feature from prompt-tinkering into measured prompt architecture: an eval set over real tasks, a context pipeline (what enters the window and from where), a persisted memory layer, retrieval where it earns its place, and a self-correction loop - each component kept only if it moves the eval.

## Prompt Engineering Isn't Dead — It Just Grew Up
- URL: https://dejaviewed.dev/guides/prompt-engineering-discipline
- In short: Prompt engineering evolved from 'add please' to a real discipline: structured frameworks, adversarial testing, llms.txt standards, and system-level prompt architecture that shapes model behavior at scale.

## Physics Models → Market Alpha: When Scientists Become Traders
- URL: https://dejaviewed.dev/guides/quant-physics-crossover
- In short: 26 posts map physics/math models to trading — avalanche theory, Ising models, phase space reconstruction. The meta-insight: the quant edge isn't in finance, it's in importing models from other fields.

## Quant Project Ideas — 15 Projects Worth Building
- URL: https://dejaviewed.dev/guides/quant-project-ideas-list
- In short: A curated, opinionated list of quant projects — skewed toward the ones that actually teach you something and give you a tool you'll keep using.

## Scan, Fit, Print — agents that design parts around real objects
- URL: https://dejaviewed.dev/guides/scan-fit-print
- In short: Open-source scanners (a smartphone Orbiter rig, a Raspberry Pi handheld LiDAR, LingBot-Map's video-to-3D) now produce a usable mesh of the thing you need to fit. LLMs already write Blender Python, and they can build a CLI for any app that has no MCP.

## Dox Yourself First — a scheduled agent that runs the OSINT kit on you
- URL: https://dejaviewed.dev/guides/self-osint-sentinel
- In short: Build one scheduled defensive agent that runs the public-footprint toolkit against your own identities, never anyone else's, and files the remediation.

## Selling to Agents — metered data for buyers that don't have eyes
- URL: https://dejaviewed.dev/guides/selling-to-agents
- In short: Running this system turns one dataset you genuinely own into a machine-first product: a free llms.txt discovery layer, a structured JSON endpoint metered per call with x402 stablecoin micropayments, and the same data exposed as a listed MCP server, with request logging that separates crawlers, agents and humans.

## Own the Thermometer — $100 sensors as prediction-market edge
- URL: https://dejaviewed.dev/guides/sensor-settled-contracts
- In short: Produces a settlement-source map of every open Kalshi and Polymarket weather/event contract, a two-week side-by-side log of a Raspberry Pi sensor against the exact station each contract settles on…

## Napkin Sketch → Production Asset: The 5-Tool Creative Pipeline
- URL: https://dejaviewed.dev/guides/sketch-to-production
- In short: Running this system takes one hand-drawn character from a Procreate kit-bash sheet to a rigged, animated, rendered 3D shot using Jon Finger's chain (Procreate, Magnific style transfer, 3DAI Studio or Hunyuan3D-2, Move AI mocap, render) with Kling as a fallback for 2D-to-video.

## Capture the Room Twice — Splat Scans and Song for Roots Music
- URL: https://dejaviewed.dev/guides/sonic-place-portraits
- In short: Produce one 60-second vertical music video for a roots or folk act where a single real place is captured twice in one session: as a 3D Gaussian splat that reacts to the music in the browser, and as the room's own acoustics convolved into the recording.

## World Labs — Marble and the Era of Generative 3D Worlds
- URL: https://dejaviewed.dev/guides/world-labs-3d-generation
- In short: Run a structured evaluation of World Labs' Marble (Fei-Fei Li's Large World Model product, closed-source, browser-based) for one concrete job: game-level and previs blockout.

# Entries

## L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5
- Creator: @_dbrogle | Type: repo | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DOPqBfyDMHG
- Source: https://www.instagram.com/p/DOPqBfyDMHG/
- Tools: Anthropic, ChatGPT, GPT-5, elder-plinius/L1B3RT4S | Techniques: jailbreaking, prompt injection | Domains: LLM, art, open source, prompt engineering, security, video production
- @_dbrogle tests elder-plinius's L1B3RT4S jailbreak repo (github.com/elder-plinius/L1B3RT4S) against GPT-5 and it still works despite tighter safety. Worth revisiting for red-team prompt libraries.

## Platonic Representation Hypothesis — embeddings as AI telepathy
- Creator: @lizthedeveloper | Type: news | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DJ94FEmoMT7
- Source: https://www.instagram.com/p/DJ94FEmoMT7/
- Techniques: embeddings, platonic representation hypothesis | Domains: LLM, data science, security, video production
- @lizthedeveloper riffs on the Platonic Representation Hypothesis paper, framing shared embedding spaces across models as a kind of 'AI telepathy'. Pointer back to the original research paper on vector/embedding convergence.

## GPT-5 Prompt Anatomy — OpenAI's six-part role-to-stop-condition template
- Creator: @theaifield | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DNTuDtvtZkS
- Source: https://www.instagram.com/p/DNTuDtvtZkS/
- Tools: ChatGPT, GPT-5, OpenAI | Techniques: chain-of-thought, context loading, prompt engineering, role prompting, stop conditions, structured output | Domains: LLM, prompt engineering
- A worked example of OpenAI's GPT-5 prompting structure: Role, Task, Context, Reasoning, Output format and Stop conditions, shown on a 'find three under-the-radar hikes near San Francisco' prompt. The useful bits are the explicit self-vetting step and a stop condition that defines when the answer is done.

## GeoSpy.ai — geolocate any photo from buildings, plants, shadows
- Creator: @innovation | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DNS0YG0NrLt
- Source: https://www.instagram.com/p/DNS0YG0NrLt/
- Tools: GeoSpy | Domains: architecture, data science, image generation, photography
- GeoSpy.ai infers photo location from architectural, botanical and lighting cues against a geotagged image database. Link: https://geospy.ai/ . OSINT/geolocation tool worth bookmarking.

## Build Wars recap — AI gets you 80%, designers finish the 20%
- Creator: @itsdesignertom | Type: design | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DG0-8I7SZCz
- Source: https://www.instagram.com/p/DG0-8I7SZCz/
- Tools: Claude, Cursor, Gemini, Vercel | Domains: animation, design, prompt engineering
- @itsdesignertom's newsletter dissecting the Brotzky $100 / Jhey CSS Build Wars showdown. Core lesson: AI nails the first 80% of a UI but handcrafted tweaks still matter. Published via @uxtoolsco.

## Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro
- Creator: @davi.d_roberts | Type: tool | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DLuiACnKWP9
- Source: https://www.instagram.com/p/DLuiACnKWP9/
- Tools: Anthropic, Claude, Claude Code, Cursor, Gemini, Gemini CLI, Google, Imagen, Veo | Techniques: AI agents, code generation, workflow automation | Domains: LLM, agents, software development
- Google's Gemini CLI: free AI coding agent in the terminal, 1,000 req/day, 1M context on Gemini 2.5 Pro, plus Veo/Imagen generation. Positioned as a Cursor/Claude Code killer.

## JSON image-prompt profiles — parameterized context for ChatGPT
- Creator: @chase.variantai | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DLTpkBSoiwX
- Source: https://www.instagram.com/p/DLTpkBSoiwX/
- Tools: ChatGPT | Techniques: JSON context profiles, prompt templating, workflow automation | Domains: LLM, prompt engineering
- @chase.variantai demos using structured JSON 'context profiles' to drive image generation in ChatGPT, with dynamically swappable parameters. Proof-of-concept technique for repeatable AI image prompts.

## Vibe-coded games era — voxel MMO in a day, Claude plays Pokemon
- Creator: @itsdesignertom | Type: news | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DGn-XM2vikd
- Source: https://www.instagram.com/p/DGn-XM2vikd/
- Tools: Claude | Techniques: prompt engineering | Domains: LLM, creative coding
- @itsdesignertom riff on the AI-game-dev moment: a multiplayer voxel game shipped in a day, a banana-clicker sitting at Steam #6, Claude playing an AI-generated Pokemon clone. Cultural snapshot of indie-AI gamedev vs big studios.

## Blender MCP + Tripo — 2D reference image to full 3D scene
- Creator: @bilawal.ai | Type: technique | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DHoPsMOxIRl
- Source: https://www.instagram.com/p/DHoPsMOxIRl/
- Tools: Blender, MCP, Tripo, Unity, Unreal Engine | Techniques: 2D-to-3D pipeline, MCP, MCP servers | Domains: 3D, LLM, VFX, agents, reference
- @bilawal.ai demos a Blender MCP integration that takes a 2D reference image, has an LLM decompose the scene, generates 3D assets via Tripo, and arranges them to match. Forward-looking on Unity/Unreal MCP equivalents.

## MediaPipe TouchDesigner plugin by @blankensmithing
- Creator: @neles0n | Type: demo | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DFaChZeMdn1
- Source: https://www.instagram.com/p/DFaChZeMdn1/
- Tools: MediaPipe, TouchDesigner | Domains: 3D, creative coding
- @neles0n trying the MediaPipe plugin by @blankensmithing inside TouchDesigner. Useful pointer for anyone doing body/hand tracking in TD creative-coding pipelines.

## AI rotoscoping — mask yourself into your own animations
- Creator: @iamfesq | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DHTvblkRgZG
- Source: https://www.instagram.com/p/DHTvblkRgZG/
- Techniques: segmentation mask rotoscope | Domains: animation, art, image generation, video production
- @iamfesq demos using an AI detection/segmentation model to auto-rotoscope a mask of himself for compositing into his animated art. Quick technique reference for AI-assisted rotoscoping.

## Ollama — run open-source LLMs locally to learn how they work
- Creator: @edhonour | Type: skill | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DJM4x16uQMY
- Source: https://www.instagram.com/p/DJM4x16uQMY/
- Tools: Hugging Face, Ollama | Domains: LLM, UI/UX, open source
- @edhonour: short PSA that installing Ollama is the easiest way to run open-source models locally and poke at their internals. Baseline local-LLM entry point.

## Qwen 2.5 Max, Wan 2.1, Lumina 2 — China's open-source trio
- Creator: @nick_saraev | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DIaraR1MjLZ
- Source: https://www.instagram.com/p/DIaraR1MjLZ/
- Tools: ChatGPT, DeepSeek, Ideogram, Midjourney, Qwen | Techniques: code generation | Domains: LLM, art, marketing, open source, software development, video production
- @nick_saraev walks through three open-source Chinese AI models: Qwen 2.5 Max (chat/code/search/image/video), Wan 2.1 (open-source video gen), and Lumina 2 (photoreal image gen). All free, all downloadable.

## Hunyuan3D-2 — Tencent's free image-to-3D model generator
- Creator: @nick_saraev | Type: tool | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DIcw6N6snq1
- Source: https://www.instagram.com/p/DIcw6N6snq1/
- Tools: Hunyuan3D, Hunyuan3D-2, Tencent | Domains: 3D, art, design, image generation, prompt engineering
- Tencent's Hunyuan3D-2 turns text or an uploaded image into textured 3D models in seconds. Free web UI; pipeline is upload > Generate Shape > Generate Textured Shape > download. Good for game/app asset workflows.

## Google's comprehensive prompt engineering guide — PDF recap
- Creator: @aitoolhub.co | Type: skill | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DIe7QoQCong
- Source: https://www.instagram.com/p/DIe7QoQCong/
- Tools: ChatGPT, Google | Techniques: automation, prompt engineering | Domains: LLM, prompt engineering
- @aitoolhub.co reshares @robonuggets's recap of Google's own prompt engineering guide, pitched as the most comprehensive from a major lab. Pointer to the Google whitepaper.

## Music AI agent experiment — @robonuggets
- Creator: @aitoolhub.co | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DELrS2cyDB4
- Source: https://www.instagram.com/p/DELrS2cyDB4/
- Tools: ChatGPT, Make, Suno | Techniques: AI agents, automation | Domains: agents, music
- Short clip of a music-composition AI agent experiment reshared by @aitoolhub.co, originally from @robonuggets on TikTok. Reference point for music-agent demos; thin on specifics.

## Odyssey Explorer — turn any image into an explorable 3D world
- Creator: @mattfarmerai | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DD5q3AcS8KS
- Source: https://www.instagram.com/p/DD5q3AcS8KS/
- Tools: Blender, Odyssey, Odyssey Explorer, Unreal Engine | Techniques: gaussian splatting | Domains: 3D, gaming, image generation, video production
- @mattfarmerai on Odyssey Explorer: single image -> navigable 3D world. Relevant for AI world-gen / virtual production workflows.

## 50-neuron MNIST net — visualized prediction mapping (Eric Vyacheslav)
- Creator: @beautiful.digits | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DDxSqstOByh
- Source: https://www.instagram.com/p/DDxSqstOByh/
- Techniques: code generation | Domains: data science, software development
- Visualization (credit Eric Vyacheslav) of a 2-layer, 50-neuron network predicting handwritten digits, showing live activation/prediction mapping. Nice teaching/visual reference.

## Kling Motion Brush — direct up to 5 characters in one AI video
- Creator: @realrileybrown | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DDFdSEDtKZV
- Source: https://www.instagram.com/p/DDFdSEDtKZV/
- Tools: Kling, Midjourney | Techniques: motion brush | Domains: animation, image generation, photography, video production
- @realrileybrown on Kling's Motion Brush: select up to 5 characters/objects in a starting image (often Midjourney-generated) and draw motion paths to animate them. One of the sharpest controllable video-gen workflows at the time.

## Runway non-linear video — node canvas of AI keyframes
- Creator: @realrileybrown | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DDIAME6MhzY
- Source: https://www.instagram.com/p/DDIAME6MhzY/
- Tools: ChatGPT, Premiere Pro, Runway | Techniques: keyframe graph editing, node-based editing, node-based video | Domains: UI/UX, education, video production
- @realrileybrown explains Runway's 'non-linear AI video exploration': work on a canvas of node-connected keyframes, let AI interpolate between them, branch alternate universes instead of a linear timeline.

## World Labs — explorable 3D worlds from a single 2D image
- Creator: @rpn | Type: tool | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DDF0mC1vvkh
- Source: https://www.instagram.com/p/DDF0mC1vvkh/
- Tools: World Labs | Techniques: workflow automation | Domains: 3D, creative coding, image generation
- @rpn covers World Labs' first demo: generate navigable 3D worlds from one image or sentence, with camera controls and style effects. Referenced as a likely Quest/Vision Pro use case.

## Nemotron 70B — NVIDIA's open-source LLM benchmark leader
- Creator: @mattfarmerai | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DBS0RmsR3zZ
- Source: https://www.instagram.com/p/DBS0RmsR3zZ/
- Tools: Anthropic, Claude, GPT-4, Hugging Face, Llama, Nemotron | Domains: LLM, open source
- @mattfarmerai flagging NVIDIA's Nemotron 70B as (at the time) the best open-source LLM. One-line pointer, no deeper analysis.

## Runway Gen-3 Alpha Video-to-Video — precise motion control
- Creator: @ailevels | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C_8ia4lsMB3
- Source: https://www.instagram.com/p/C_8ia4lsMB3/
- Tools: DALL-E, GPT-4, Runway, Runway Gen-3 | Domains: architecture, audio, video production
- @runwayapp's Gen-3 Alpha Video-to-Video release, introduced as a new control mechanism for driving movement and expression in generations. Original post by @ailevels; rest of caption is AI-field boilerplate.

## Claude 3.5 Sonnet — build an app in minutes (Shawn Kanungo demo)
- Creator: @ainewscentral | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C_iwddVPU0G
- Source: https://www.instagram.com/p/C_iwddVPU0G/
- Tools: Anthropic, ChatGPT, Claude | Domains: LLM
- @ainewscentral reshare of @shawnkanungo's viral 'build an app in minutes with Claude 3.5' demo. Early Claude vibe-coding showcase.

## Llama 3.1 — 8B / 70B / 405B open-source release
- Creator: @only_agis_ | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C9ybM2DSduy
- Source: https://www.instagram.com/p/C9ybM2DSduy/
- Tools: Llama, Meta | Domains: LLM, open source
- @only_agis_ recap of the Llama 3.1 launch: 8B, 70B, and 405B open weights, topping evals at the time. Reference point for 'when open-source caught frontier'.

## 5 ChatGPT learning prompts — 80/20, intern mode, skill plan
- Creator: @yourchatgptguide | Type: skill | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/C9HMGeJy_2u
- Source: https://www.instagram.com/p/C9HMGeJy_2u/
- Tools: ChatGPT | Domains: architecture, prompt engineering
- @yourchatgptguide's list of 5 stock prompts: Pareto learning, report-writing intern, 30-day skill plan, summarize-to-bullets, self-prompt generator. Decent template bank for study/research workflows.

## Pathfinding algorithms explained — brute force vs flood fill
- Creator: @sanctity.ai | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C-fG2CdtQvH
- Source: https://www.instagram.com/p/C-fG2CdtQvH/
- Domains: data science, video production
- @sanctity.ai reshare of a Veritasium clip explaining pathfinding (brute force, flood fill, backtracking) using a mouse-in-maze analogy. Teaching reference.

## websim.ai — hallucinated websites as an AI tool demo
- Creator: @ecomera | Type: demo | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C9D08WCABiu
- Source: https://www.instagram.com/p/C9D08WCABiu/
- Tools: Websim.ai | Domains: music, no-code, prompt engineering, web
- @ecomera shows off @websim_ai, the hallucinated-website generator, with the 'worst version these tools will ever be' framing. Pointer to websim as a curiosity.

## Striking-distance keywords — GSC SEO tactic (positions 6-11)
- Creator: @edward.builds | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C9F2Tx_iii0
- Source: https://www.instagram.com/p/C9F2Tx_iii0/
- Tools: Google, Google Search Console | Techniques: striking-distance keywords | Domains: web
- @edward.builds SEO tactic: in Google Search Console, filter for keywords ranking at positions 6-11, add a few sentences of relevant copy to the page, often jumps to page 1. Concrete, low-effort SEO play.

## TensorBoard Embedding Projector — see what word vectors really associate
- Creator: @rajistics | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C84vchvppua
- Source: https://www.instagram.com/p/C84vchvppua/
- Tools: TensorBoard, TensorBoard Projector | Techniques: nearest-neighbor search, word embeddings | Domains: LLM, data science, education
- Uses the TensorBoard Embedding Projector to explore a word2vec model's neighborhoods: 'cold' pulls in Soviet and war, 'sexy' pulls in Groucho and wigs. A quick, visual way to show how embeddings absorb history and cultural bias from training text.

## Runway Gen-3 — hands-on first test of public text-to-video
- Creator: @benkaluza | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C9Ai2ERKUHd
- Source: https://www.instagram.com/p/C9Ai2ERKUHd/
- Tools: Runway, Runway Gen-3, Sora | Techniques: text-to-video prompting, video generation | Domains: prompt engineering, video production
- A quick paid-tier test of Runway Gen-3 Alpha right after public release: a hyper-real macro prompt (miniature horned puppies on a fingertip, then butterfly wings) took a few generations to land. Mostly a first-impressions reaction, not a workflow.

## Kling AI — free international rollout of text-to-video
- Creator: @mattfarmerai | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C91jKVfxtG1
- Source: https://www.instagram.com/p/C91jKVfxtG1/
- Tools: Kling, OpenAI, Sora | Domains: video production
- @mattfarmerai news beat on Kling AI going international with free video generation. Reference for when Kling became accessible outside China.

## BopIt.app — 72-hour Claude 3.5 Sonnet vibe-coded launch
- Creator: @sebastian_volkis | Type: tool | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C8_7jdUssQH
- Source: https://www.instagram.com/p/C8_7jdUssQH/
- Tools: Claude | Techniques: code generation | Domains: 3D, LLM, software development, video production
- @sebastian_volkis built and shipped BopIt.app in 72 hours using Claude 3.5 Sonnet, pulling 42K views and hundreds of users in 12 hours. Early case study of solo Claude-built launches.

## Veo — Google's text/image/video-to-video model (Google I/O)
- Creator: @google | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C7AUmaYS_tc
- Source: https://www.instagram.com/p/C7AUmaYS_tc/
- Tools: Veo | Domains: prompt engineering, video production
- Official @google reel introducing Veo at Google I/O: high-def video generation from text, image, and video prompts. Reference for Veo launch.

## AI-styled QR codes — generate codes that look like images
- Creator: @setupspawn | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C6JRjOVAOf-
- Source: https://www.instagram.com/p/C6JRjOVAOf-/
- Techniques: ControlNet QR conditioning | Domains: art, image generation, prompt engineering
- @setupspawn demos a tool where you supply a URL or QR + a prompt and it generates a QR code stylized as an image, still scannable. Creative-marketing technique.

## Scraping SAM.gov — puppeteer + AI for government data
- Creator: @itsmikepowers | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C5-TsxEpeFk
- Source: https://www.instagram.com/p/C5-TsxEpeFk/
- Tools: Puppeteer | Techniques: API integration, automation, web scraping | Domains: automation, data science
- @itsmikepowers on scraping US government (SAM.gov-style) data with Puppeteer and AI automation. Thin on specifics but worth remembering for gov-contract data workflows.

## Blackbox AI — coding assistant as 'Google search for code'
- Creator: @codewithclaude | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C37og6YN7TK
- Source: https://www.instagram.com/p/C37og6YN7TK/
- Tools: Blackbox.ai, ChatGPT, Google, VSCode | Techniques: code generation | Domains: software development
- @codewithclaude pitches blackbox.ai as his classroom coding assistant to bypass no-ChatGPT rules. Reference point for the Blackbox AI coding tool.

## Sketch-to-3D-anim pipeline — Procreate + Magnific + 3DAI + Move AI
- Creator: @chatgptricks | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C5010-Kh1Mv
- Source: https://www.instagram.com/p/C5010-Kh1Mv/
- Tools: 3DAI Studio, ChatGPT, Magnific, Magnific AI, Move AI, Procreate | Techniques: markerless mocap, motion capture, sketch-to-3D, style transfer | Domains: 3D, animation, art, video production
- Director Jon Finger's pipeline: Procreate sketches -> Magnific AI style transfer -> 3DAI Studio for 3D models -> Move AI for mocap -> Cinema 4D for render. Concrete multi-tool AI animation workflow.

## Midjourney architectural sketch-in-context technique
- Creator: @design.input | Type: technique | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/CvzwEm0uOSc
- Source: https://www.instagram.com/p/CvzwEm0uOSc/
- Tools: Midjourney, Stable Diffusion | Domains: art, design, image generation
- @design.input experimenting with Midjourney 'sketch in context' to fill in city facade lines on conceptual architectural sketches. Reference for arch/viz AI workflows.

## Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work
- Creator: @evolving.ai | Type: guide | Tier: S | Collection: ai2
- Page: https://dejaviewed.dev/e/DVQ5o6YDfsp
- Source: https://www.instagram.com/p/DVQ5o6YDfsp/
- Tools: BigQuery, Claude, Claude Code, Ghostty, Slack, git, tmux | Techniques: CLAUDE.md rules, MCP server, git worktrees, parallel git worktrees, permission hooks, plan mode, slash commands, subagent orchestration, subagents, workflow automation | Domains: LLM, agents, productivity, software development
- Boris Cherny's thread of tips from the Claude Code team: 3-5 git worktrees with parallel sessions, plan mode for every complex task, a CLAUDE.md you update after each correction, skills committed to git, Slack MCP bug fixing, subagents, a BigQuery skill for analytics and learning output styles. It ends with a ready-to-paste CLAUDE.md workflow template (plan, subagents, lessons file, verify before done).

## Bash reference manual mirror — unexpected location easter egg
- Creator: @yousuckatprogramming | Type: inspiration | Tier: C | Collection: ai2
- Page: https://dejaviewed.dev/e/DURb7uHl1fn
- Source: https://www.instagram.com/p/DURb7uHl1fn/
- Domains: reference
- @yousuckatprogramming flags that an alternative mirror of the bash reference manual shows up in an unexpected place. Meme-ish but useful bash-doc pointer.

## Anthropic blocks Claude Max subscription tokens in 3rd-party tools
- Creator: @tech.unicorn | Type: tool | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVKJlJYEsmm
- Source: https://www.instagram.com/p/DVKJlJYEsmm/
- Tools: Anthropic, Claude, Claude Max, DeepSeek, GPT-4o, Gemini, Llama, Notion, Open Claw | Techniques: AI agents, API integration | Domains: agents, automation, video production
- @tech.unicorn on Anthropic killing subscription-token access in third-party tools (Jan 9 ToS change), spiking effective cost from $200/mo to $500-$2000/mo on API. Suggests multi-model routers (DeepSeek/Gemini/Llama/GPT-4o) as the mitigation.

## DATA CONTROL — Kinect + TouchDesigner + Unreal scientific viz
- Creator: @pala3d | Type: demo | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVoReJNCGxT
- Source: https://www.instagram.com/p/DVoReJNCGxT/
- Tools: Kinect, TouchDesigner, Unreal Engine | Domains: 3D, creative coding, data science
- @pala3d's 'DATA CONTROL' project: real-time visualization of NASA/CERN datasets as particle systems, body-controlled via Kinect through TouchDesigner into Unreal Engine. Pipeline explicitly human-made, no AI. Reference for data-viz/creative-coding stack.

## Boris Cherny's personal CLAUDE.md — plan-first, self-improving rules
- Creator: @keshavsuki | Type: technique | Tier: S | Collection: ai2
- Page: https://dejaviewed.dev/e/DV6QY8QjoRW
- Source: https://www.instagram.com/p/DV6QY8QjoRW/
- Tools: Anthropic, Claude, Claude Code | Techniques: CLAUDE.md authoring, subagent offloading | Domains: LLM, agents
- @keshavsuki dissects Boris Cherny's (Anthropic) personal CLAUDE.md: plan-first, subagents for complex work, self-improving lessons.md loop, hard verification standard, elegance demand, autonomous bug fixing, git discipline. High-signal template for CLAUDE.md design.

## Claude Code dashboard — have Claude set up its own status UI
- Creator: @toddybuilds | Type: technique | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DV3fvORksud
- Source: https://www.instagram.com/p/DV3fvORksud/
- Tools: Claude, Claude Code | Techniques: MCP, hooks/automation | Domains: UI/UX, agents, open source
- @toddybuilds tip: if Claude feels overwhelming, ask Claude to generate a dashboard that summarizes what it's doing. Light but useful meta-prompt idea.

## Open-source geopolitics terminal — OSINT feeds + AI instability scores
- Creator: @brahada_irl | Type: tool | Tier: C | Collection: ai2
- Page: https://dejaviewed.dev/e/DVuULwWjApN
- Source: https://www.instagram.com/p/DVuULwWjApN/
- Domains: OSINT, agents, data science
- @brahada_irl teasing a newly open-sourced 'Bloomberg Terminal for geopolitics': real-time global map with military flights/ships, OSINT news scanning across 100+ sources, automated instability scores, dark-ship detection, prediction-market signals. Comment-gated link.

## primer.md + memory.sh — live-updating CLAUDE.md companion
- Creator: @keshavsuki | Type: technique | Tier: S | Collection: ai2
- Page: https://dejaviewed.dev/e/DVzvsgijOLT
- Source: https://www.instagram.com/p/DVzvsgijOLT/
- Tools: Claude, Claude Code | Techniques: end-of-session hook, hooks/automation, primer.md live session state | Domains: agents
- @keshavsuki on fixing CLAUDE.md staleness: add a primer.md that Claude rewrites at end of every session (current state, next step, blockers), plus a memory.sh launch hook that injects last 5 commits and modified files, plus a git hook logging commits. Four-layer always-current context.

## Claude Code + NotebookLM integration setup
- Creator: @stevearnesonofficial | Type: technique | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVmBYgnDzp2
- Source: https://www.instagram.com/p/DVmBYgnDzp2/
- Tools: Claude, Claude Code, NotebookLM | Techniques: AI agents, API integration | Domains: RAG, agents, audio, open source, prompt engineering, video production
- @stevearnesonofficial teaser: setup guide for wiring Claude Code into NotebookLM. Comment-gated, content itself thin — note only.

## iOS Shortcut -> Claude — text a task, phone runs it automatically
- Creator: @techtiff.ai | Type: technique | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DVfZdeqDvyl
- Source: https://www.instagram.com/p/DVfZdeqDvyl/
- Tools: ChatGPT, Claude, Claude Code, iOS Shortcuts | Techniques: automation | Domains: agents, mobile
- @techtiff.ai sets up an iOS Shortcut that lets you text a task to Claude and have the phone execute it. Light on details but a good pointer for mobile -> Claude workflow.

## Greg Isenberg — how to design stunning AI apps (not vibe-coded ugly)
- Creator: @gregisenberg | Type: skill | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DVbL-pREaBi
- Source: https://www.instagram.com/p/DVbL-pREaBi/
- Tools: Claude, Figma, Flux | Domains: agents, archives, branding, design, prompt engineering, reference
- @gregisenberg teaser on designing polished AI apps rather than the 'vibe-coded slop' default. Caption is thin; content lives in the video.

## CLAUDE.md explained — vibe-coding primer
- Creator: @soojintech | Type: skill | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVRnpZsj21m
- Source: https://www.instagram.com/p/DVRnpZsj21m/
- Tools: Anthropic, Claude, Claude Code | Techniques: AI agents, code generation, workflow automation | Domains: agents, software development
- @soojintech short explainer on what CLAUDE.md is and why it '10x's work in Claude Code. Intro-level reference.

## Claude Code design uplevel — 3 systems for better UI output
- Creator: @jens.heitmann | Type: design | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DVbfcdTkZ7R
- Source: https://www.instagram.com/p/DVbfcdTkZ7R/
- Tools: Claude, Claude Code, Stitch | Techniques: MCP | Domains: 3D, UI/UX, agents, branding, design, open source, reference
- @jens.heitmann: three Claude Code 'systems' to unlock design quality in CC projects. Teaser for the techniques; useful as a pointer to Jens's CC design content.

## Claude Code + Chrome — browser-driven coding combo
- Creator: @casey.aicreates | Type: technique | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DToMeKHjuQk
- Source: https://www.instagram.com/p/DToMeKHjuQk/
- Tools: Chrome, Claude, Claude Code | Techniques: code generation | Domains: agents, automation, software development, video production
- @casey.aicreates flags the combination of Claude Code and Chrome (likely Chrome DevTools MCP or browser automation) as a big time-saver. Caption is thin; the pointer is the combo itself.

## Consulting-Grade Prompt Pack — 12 Claude prompts for TAM, SWOT, pricing and GTM
- Creator: @evolving.ai | Type: resource | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DU5Wjs2DbWS
- Source: https://www.instagram.com/p/DU5Wjs2DbWS/
- Tools: Claude | Techniques: Porter's Five Forces, TAM/SAM/SOM analysis, market research prompting, prompt templates, role prompting | Domains: LLM, data science, marketing, prompt engineering
- Twelve fill-in-the-blank prompts that cast Claude as a McKinsey, Bain or Goldman analyst: TAM/SAM/SOM sizing, competitive landscape, personas, trend analysis, SWOT plus Porter's Five Forces, pricing, go-to-market, journey mapping, unit economics, risk scenarios, market entry and a master synthesis prompt. A handy scaffold for a founder's first-pass strategy doc; the 'replaces $5,000 consultants' framing is hype, and the outputs still need real data.

## 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers
- Creator: @chase.h.ai | Type: repo | Tier: S | Collection: ai2
- Page: https://dejaviewed.dev/e/DUzg0n1jRK-
- Source: https://www.instagram.com/p/DUzg0n1jRK-/
- Tools: Claude, Claude Code, MCP, Obsidian, czlonkowski/n8n-mcp, glittercowboy/get-shit-done, hesreallyhim/awesome-claude-code, kepano/obsidian-skills, n8n, nextlevelbuilder/ui-ux-pro-max-skill, obra/superpowers, thedotmack/claude-mem | Techniques: AI agents, MCP, automation, hooks/automation | Domains: UI/UX, agents, automation, design, open source
- @chase.h.ai lists 7 Claude Code repos with GitHub links: kepano/obsidian-skills, czlonkowski/n8n-mcp, nextlevelbuilder/ui-ux-pro-max-skill, thedotmack/claude-mem, glittercowboy/get-shit-done, hesreallyhim/awesome-claude-code, obra/superpowers. High-signal resource dump.

## CLAUDE.md Workflow Template — plan mode, subagents and a lessons loop
- Creator: @mindwired.ai | Type: resource | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVMmXlME6mZ
- Source: https://www.instagram.com/p/DVMmXlME6mZ/
- Tools: Anthropic, Claude, Claude Code | Techniques: CLAUDE.md rules, parallel sessions, plan mode, rule-ratchet CLAUDE.md, self-improvement loop, subagents, workflow automation | Domains: agents, open source, software development
- The CLAUDE.md template attributed to Boris Cherny's workflow: plan mode for any task of 3+ steps, liberal subagent use, a tasks/lessons.md file updated after every correction, verification before marking done, 'demand elegance', and autonomous bug fixing. The caption adds that he runs 10-15 Claude sessions in parallel across terminal and web; the same template also closes the fuller tips thread in this batch.

## Polymarket weather edge — dorm weather station, $100K+ traded
- Creator: @flockblocked | Type: inspiration | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWzz7T9Ddex
- Source: https://www.instagram.com/p/DWzz7T9Ddex/
- Tools: Polymarket | Techniques: algorithmic trading, event-based forecasting, weather prediction markets | Domains: data science, finance/trading, prediction markets
- @insidesteal profile of a student generating $100K+ on Polymarket weather contracts using a dorm-built weather station and localized data asymmetry. Reference for prediction-market quant plays built on proprietary data.

## Claude Code rate-limit workarounds — Nate Herkai's tips
- Creator: @nateherkai | Type: skill | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DW1gLxPCGUW
- Source: https://www.instagram.com/p/DW1gLxPCGUW/
- Tools: Claude, Claude Code | Techniques: MCP, automation | Domains: UI/UX, agents, prompt engineering, video production
- @nateherkai teaser for a YouTube breakdown of his best tips for hitting and managing Claude Code usage limits. Real content lives on YouTube.

## Turboquant — memory backend for Claude/Open Claw AI stores
- Creator: @eddynthings | Type: tool | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWyX5nQkR5a
- Source: https://www.instagram.com/p/DWyX5nQkR5a/
- Tools: Claude, Claude Code, Turboquant | Techniques: automation, video generation | Domains: agents, data science, marketing, video production
- @eddynthings quick plug for Turboquant as a memory store helping his AI agent remember more. Thin on specifics but worth noting Turboquant as a memory tool.

## Polymarket 99c limit-order edge — 75 automated trades/hour
- Creator: @beinginvested | Type: technique | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWEfIS9jRgI
- Source: https://www.instagram.com/p/DWEfIS9jRgI/
- Tools: Polymarket | Techniques: algorithmic trading, late-resolution arbitrage, limit order harvesting | Domains: automation, finance/trading, prediction markets
- @beinginvested on a Polymarket trader placing limit orders on outcomes already closing at 99c, automated at 75 trades/hour, 4 months to crack it. Teaser with DM-gated full breakdown; worth remembering the pattern.

## llms.txt — get ChatGPT to recommend your local business
- Creator: @brycenwood.ai | Type: technique | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWxmSwTDFk2
- Source: https://www.instagram.com/p/DWxmSwTDFk2/
- Tools: ChatGPT, Claude, Claude Code | Techniques: LLM-SEO / GEO, llms.txt | Domains: LLM, prompt engineering, video production, web
- @brycenwood.ai got ChatGPT to recommend his vehicle-wrap shop via an llms.txt file (built in 5min with Claude Code) describing business, location, value prop. Early GEO (generative engine optimization) tactic.

## Shepherd dog flock simulation — pressure-field + boids rules
- Creator: @simulateitnow | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DVndfhOE7A9
- Source: https://www.instagram.com/p/DVndfhOE7A9/
- Tools: Arc, React | Domains: creative coding, data science
- @simulateitnow explains a flock-herding simulation combining a pressure-field force F=(1-d/R)^1.2 with classic boids (cohesion/alignment/separation). Great reference for swarm/multi-agent simulation math.

## Custom cloud memory/'brains' for LLMs — Angus Sewell take
- Creator: @angus.sewell | Type: news | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWzHY9lkSZS
- Source: https://www.instagram.com/p/DWzHY9lkSZS/
- Techniques: MCP | Domains: LLM, agents, prompt engineering
- @angus.sewell argues that most people are still running local memory stacks and that custom cloud-based LLM 'brains' are about to become a big category. Directional take, no specific tool.

## Quant alpha discovery primer — Kalman filters, stat arb, XGBoost
- Creator: @sorhan.hq | Type: skill | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWiFum7j-cS
- Source: https://www.instagram.com/p/DWiFum7j-cS/
- Techniques: Fama-French factors, Kalman filter, Kalman filters, arbitrage, mean reversion, statistical arbitrage | Domains: data science, finance/trading
- @sorhan.hq profile of Guangting Yu (applied math PhD, published NeurIPS). Lists the alpha-hunting toolkit: statistical arbitrage, Fama-French factors, Kalman filters, mean reversion, momentum, XGBoost/NNs. Plus covariance formula. Good intro-level quant reference.

## Ornstein-Uhlenbeck mean-reversion visualized — theta/mu/sigma
- Creator: @quant.dhawan | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DUI845-k3WR
- Source: https://www.instagram.com/p/DUI845-k3WR/
- Techniques: Ornstein-Uhlenbeck process, algorithmic trading, mean reversion, pairs trading | Domains: data science, finance/trading, music
- @quant.traderr visualization of the OU process for mean reversion (vol, rates, pairs-trade spreads) with a probability cloud and live path. DM-gated Python repo for tuning theta/mu/sigma.

## Kimi K2 in an agentic coding class — open models now viable for web apps
- Creator: @lizthedeveloper | Type: news | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWuoMrQEc-f
- Source: https://www.instagram.com/p/DWuoMrQEc-f/
- Tools: Anthropic, Claude, Kimi | Techniques: AI agents, agentic software development | Domains: LLM, agents, open source, software development
- Liz the Developer reports her agentic software-development class switched to open-source models (Kimi K2) after Claude token cuts, and the class still shipped a 'Minecraft in space' web game. Light on detail — mostly a vibe check that open models can keep up for web-app builds.

## Onyx — open-source self-hosted agentic RAG platform
- Creator: @marc.kaz | Type: tool | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWtgbzLDgwm
- Source: https://www.instagram.com/p/DWtgbzLDgwm/
- Tools: Onyx, RAG, onyx-dot-app/onyx | Techniques: AI agents, RAG | Domains: LLM, RAG, agents, open source
- @marc.kaz flags onyx-dot-app/onyx hitting #1 GitHub trending: self-hostable AI platform with agentic RAG, deep research mode, custom agents, web+code execution, voice/image gen, 50+ connectors. Strong self-hosted AI stack option.

## PromptOps Smart Action Detector — save tokens, run commands locally
- Creator: @shellonback | Type: technique | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWqV5eAD7TR
- Source: https://www.instagram.com/p/DWqV5eAD7TR/
- Techniques: AI agents, automation | Domains: agents, video production
- @shellonback on PromptOps' new detector: when a sub-agent is about to run a directly-executable command (npm run deploy/build/test), it suggests running in the terminal instead of sending to the LLM. Concrete anti-token-waste pattern.

## Claude 'caveman' mode — token-saving terse-output skill
- Creator: @sourcetms | Type: technique | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWs66z3DyGA
- Source: https://www.instagram.com/p/DWs66z3DyGA/
- Tools: Anthropic, Claude, Claude Code | Techniques: AI agents | Domains: agents, prompt engineering, video production
- @sourcetms made a 'caveman' Claude skill (from a Reddit post) that forces terse caveman-speak responses to save tokens. Meme-y but a legit compression technique for long sessions.

## Ant Colony Optimization sim — pheromone feedback + diffusion PDE
- Creator: @simulateitnow | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DVCBNQ8jCly
- Source: https://www.instagram.com/p/DVCBNQ8jCly/
- Techniques: ACO, AI agents, stigmergy, stochastic modeling | Domains: agents, creative coding, data science, reference
- @simulateitnow explains ACO / stigmergy with the diffusion-evaporation equation ∂τ/∂t = Δτ + D∇²τ - ρτ, showing how short paths win through faster pheromone reinforcement. Great visual reference for swarm optimization.

## NASA EONET — free real-time weather/event data API
- Creator: @softwarewithnick | Type: tool | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWrQKaskWlZ
- Source: https://www.instagram.com/p/DWrQKaskWlZ/
- Tools: NASA EONET | Techniques: API integration, code generation | Domains: data science, software development
- @softwarewithnick points at NASA's free real-time natural events data feed (EONET-style): wildfires, earthquakes, storms via satellite. Useful open data source for mapping/alerting projects.

## Five Claude MCP servers — search, browser, docs, tasks, file-to-markdown
- Creator: @raycfu | Type: resource | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWncXNCD07J
- Source: https://www.instagram.com/p/DWncXNCD07J/
- Tools: Claude, Claude Code, Context7, MCP, Markdownify, Playwright, Task Master AI, Tavily | Techniques: API integration, MCP, MCP server, MCP servers, automation, code generation, workflow automation | Domains: LLM, agents, audio, software development
- A shortlist of MCP servers that give Claude real capabilities: Tavily (LLM-ready search), Playwright (browser automation), Context7 (current library docs, fewer hallucinated APIs), Task Master AI (PRD to dependency-ordered tasks) and Markdownify (PDF/image/audio to markdown). Skills teach Claude how; MCP servers give it access.

## Crypto dollar-neutral reversal — naive long/short, eaten by fees
- Creator: @avi_mukesh | Type: technique | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWjr0x3Deom
- Source: https://www.instagram.com/p/DWjr0x3Deom/
- Techniques: dollar-neutral reversal, transaction cost analysis | Domains: crypto, finance/trading
- @avi_mukesh: simple reversal strategy on crypto (short if up, long if down), dollar-neutral scaling. Looks good without costs, transaction fees kill it. Honest starter example for learning backtesting caveats.

## Claude Code 'brevity mandate' — leaked system prompt tradeoff
- Creator: @gojutechtalk | Type: news | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWoYMJDD6oO
- Source: https://www.instagram.com/p/DWoYMJDD6oO/
- Tools: Anthropic, Claude, Claude Code | Techniques: code generation | Domains: LLM, agents, prompt engineering, software development
- @gojutechtalk on the leaked Claude Code system prompt's 'brevity mandate' rule that pushes CC to minimize code changes, which he argues leads to spaghetti-on-spaghetti fixes. Useful critique to remember.

## STE.GG — open-source AI steganography toolkit (hide in anything)
- Creator: @marc.kaz | Type: tool | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWnHQs-jqr3
- Source: https://www.instagram.com/p/DWnHQs-jqr3/
- Techniques: AI agents, steganography | Domains: LLM, agents, audio, automation, data science, open source, prompt engineering
- @marc.kaz on STE.GG: open-source steganography platform that hides payloads in images, audio, text, PDFs, packets, ZIPs, emojis. Built-in AI agent auto-tries 120+ LSB combinations, DCT, PVD, chroma, palette, etc. Both reveal and conceal modes.

## AlgoExchange — 7-signal Nasdaq futures intraday momentum system
- Creator: @algoexchange | Type: demo | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DTEncpgDoNv
- Source: https://www.instagram.com/p/DTEncpgDoNv/
- Techniques: algorithmic trading, intraday momentum | Domains: finance/trading
- @algoexchange walks through an intraday momentum system on Nasdaq futures: 7 independent momentum signals combined via a normalized linear risk function, exposure scaling with confirmations. Claims $35M+ live capital across variants. Commercial but mathematically explicit.

## Polymarket insider detection — websocket + data-feed signals
- Creator: @carsoncantcode | Type: technique | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DUrQ187EvI4
- Source: https://www.instagram.com/p/DUrQ187EvI4/
- Tools: Polymarket | Techniques: insider detection, websocket orderflow monitoring | Domains: data science, finance/trading, prediction markets
- @carsoncantcode on using Polymarket websockets and data feeds to identify insider-trade patterns (referencing a recent arrest). Technique pointer for prediction-market forensics.

## 5 papers that built modern quant finance — Quant Guild
- Creator: @quantguild | Type: skill | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DTlSNFUjJj0
- Source: https://www.instagram.com/p/DTlSNFUjJj0/
- Techniques: algorithmic trading | Domains: animation, finance/trading, video production
- @quantguild short pointing to their YouTube rundown 'The 5 Papers that Built Modern Quant Finance'. Pointer to the QG video and Discord for canonical quant reading list.

## Edge-of-quant papers — relativity, fractals, biology in markets
- Creator: @mirkovicdev | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWER2wEiCIt
- Source: https://www.instagram.com/p/DWER2wEiCIt/
- Techniques: algorithmic trading, code generation | Domains: finance/trading, software development
- @mirkovicdev teases a list of unusual quant finance papers: relativity in option pricing, fractal/chaos vol modeling, biology affecting trading performance. DM-gated full list.

## Linux inside a 6MB PDF — RISC-V emulator embedded in a PDF
- Creator: @marc.kaz | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWgum_yDjxi
- Source: https://www.instagram.com/p/DWgum_yDjxi/
- Domains: data science, hardware, security
- @marc.kaz on a demo embedding a RISC-V emulator running Linux inside a standard 6MB PDF, runnable in a PDF reader. Cursed but real; good demo of PDF JS runtime abuse.

## What elite quant funds actually hire for — 5 traits
- Creator: @heidioftheeast | Type: skill | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DVwpXdSCMxu
- Source: https://www.instagram.com/p/DVwpXdSCMxu/
- Domains: finance/trading, open source
- @heidioftheeast lists what top funds screen for: obsessive original GitHub work, Math Olympiad / competition medals (~45% of hires), public-failure resilience, self-directed problem solving, being memorable in interview. High-signal hiring lens.

## 5 starter quant research papers — Value/Momentum, order book, RL
- Creator: @heidioftheeast | Type: skill | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DV2_BYWCO5s
- Source: https://www.instagram.com/p/DV2_BYWCO5s/
- Techniques: algorithmic trading | Domains: finance/trading
- @heidioftheeast: 5 papers to start with — 'Value and Momentum Everywhere', cross-validated covariance estimation, deep-learning sizing on Eurodollar futures, 'The Price Impact of Order Book Events', AI-driven OTC liquidity provision. Concrete reading list.

## 10 non-cliche quant research projects — Bayesian BL, RL factors, PBO
- Creator: @ | Type: skill | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DTZyMVPiHM5
- Source: https://www.instagram.com/p/DTZyMVPiHM5/
- Techniques: AI agents, Bayesian Black-Litterman, Monte Carlo, algorithmic trading, backtest overfitting detection | Domains: agents, data science, finance/trading
- @heidioftheeast's 10 quant project ideas beyond Black-Scholes: probability of backtest overfitting, Bayesian Black-Litterman, survival-based risk, RL factor portfolios, Sharpe statistics, convex portfolio trading, TS vs XS factors, numeraire-invariant hedging, exotic option model risk, regime-switching factors.

## 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM
- Creator: @heidioftheeast | Type: skill | Tier: S | Collection: ai4
- Page: https://dejaviewed.dev/e/DUytAorCGE_
- Source: https://www.instagram.com/p/DUytAorCGE_/
- Tools: Meta | Techniques: Almgren-Chriss, Avellaneda-Stoikov MM, Hawkes process, market making, regime detection | Domains: creative coding, crypto, data science, finance/trading
- @heidioftheeast's deeper 10-project list: Avellaneda-Stoikov market maker, multivariate Hawkes order-flow, Almgren-Chriss cross-impact, eigenportfolios via random matrix theory, realized-kernel vol forecasting, meta-labeling, orthogonal alpha stacking, HMM regime detection, adversarial stress tests, capacity/impact scaling. Serious portfolio builder.

## GitReverse — paste any repo URL, get the prompt that built it
- Creator: @marc.kaz | Type: repo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWoZspWDo6F
- Source: https://www.instagram.com/p/DWoZspWDo6F/
- Tools: Claude, GitReverse.com | Domains: agents, open source, prompt engineering
- @marc.kaz on GitReverse.com: paste a GitHub link and it reverse-engineers the original prompt that would have produced the repo. Useful for prompt archaeology on vibe-coded projects.

## Codex + Claude Code — 3 systems to audit CC output with Codex
- Creator: @jens.heitmann | Type: technique | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DV3lILoEfzS
- Source: https://www.instagram.com/p/DV3lILoEfzS/
- Tools: Claude, Claude Code, Codex | Techniques: hooks/automation, multi-model code review | Domains: LLM, agents, open source
- @jens.heitmann: 3 setups for using OpenAI Codex as a reviewer/auditor on top of Claude Code output to reduce self-auditing time. Pointer to Jens's CC+Codex workflow content.

## Λ-Vol framework — regime-driven vol propagation model
- Creator: @quant_research_decoded | Type: technique | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DT5LOYiEuJH
- Source: https://www.instagram.com/p/DT5LOYiEuJH/
- Techniques: algorithmic trading | Domains: finance/trading
- @quant_research_decoded on 'Λ-Vol', a volatility framework modeling vol as regime-conditional feedback/absorption, tracking pressure buildup and unwind across assets and horizons. Private industry research; useful as a vol-modeling reference.

## LLM canvas coding benchmark — plant-creature vs circles prompt
- Creator: @ | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWLMdCUN1eR
- Source: https://www.instagram.com/p/DWLMdCUN1eR/
- Tools: ChatGPT, Claude, Gemini | Techniques: API integration, code generation, single-file canvas prompt | Domains: LLM, creative coding, prompt engineering, software development
- @empiricail shares a single-file HTML canvas prompt (procedurally animated plant intercepting oscillating circles) used to compare ChatGPT/Gemini/Claude on fluid animation + collision logic. Reusable LLM-coding eval prompt.

## Claude Dispatch — 7K scraped leads + per-agent command center
- Creator: @cfongai | Type: demo | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWmfTyegZ4i
- Source: https://www.instagram.com/p/DWmfTyegZ4i/
- Tools: Claude, Claude Code, Claude Dispatch | Techniques: AI agents | Domains: agents, automation
- @cfongai teaser: 7,000 leads scraped and a per-agent command center via Claude Dispatch / Claude Code. Light on details, useful only as a pointer to Claude Dispatch for lead-gen automation.

## Fisher Transform — zero-lag mean-reversion signal (Python repo)
- Creator: @quant.dhawan | Type: repo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DTaoXsmk4g0
- Source: https://www.instagram.com/p/DTaoXsmk4g0/
- Tools: Python | Techniques: Fisher Transform, mean reversion | Domains: data science, finance/trading, open source, video production
- @quant.traderr visualizes the Fisher Transform mapping price into a Gaussian for sharper reversal signals vs lagging MAs. DM-gated GitHub repo with the Python implementation.

## OpenScreen — free open-source Screen Studio alternative
- Creator: @marc.kaz | Type: tool | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWl3Bo6jqX1
- Source: https://www.instagram.com/p/DWl3Bo6jqX1/
- Tools: Claude, Cursor, OpenScreen, siddharthvaddem/openscreen | Techniques: workflow automation | Domains: audio, creative coding, open source, video production
- @marc.kaz on OpenScreen (github.com/siddharthvaddem/openscreen): free MIT-licensed screen recorder with auto-zoom on clicks, cursor animations, webcam overlays, any aspect ratio. Plus the Recordly fork with native Mac/Windows recording.

## Anthropic Claude Code source-code leak — scale commentary
- Creator: @gojutechtalk | Type: news | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWmQYXikbqq
- Source: https://www.instagram.com/p/DWmQYXikbqq/
- Tools: Anthropic, Claude, Claude Code | Domains: agents
- @gojutechtalk framing the Anthropic Claude Code source leak as potentially the largest source-code leak ever. Reference for 'the leak' as a discussion point.

## Claude Code hooks — 3 daily-driver hooks from @jens.heitmann
- Creator: @jens.heitmann | Type: technique | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DV8rkpGEbBJ
- Source: https://www.instagram.com/p/DV8rkpGEbBJ/
- Tools: Claude, Claude Code | Techniques: Claude Code hooks, hooks/automation | Domains: agents, marketing
- @jens.heitmann on Claude Code hooks being under-utilized, with his 3 daily hooks. Pointer to Jens's CC hooks content; specifics live in the video.

## Horus-Eye — open Palantir Gotham clone, live mil/civ feeds
- Creator: @alican.kiraz0 | Type: demo | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DVbA7IEDDql
- Source: https://www.instagram.com/p/DVbA7IEDDql/
- Techniques: OSINT ingestion, route prediction | Domains: OSINT, agents, data science, video production
- @alican.kiraz0's Horus-Eye project: Palantir Gotham-inspired live map ingesting paid military/civilian air and maritime feeds, predicting routes, fusing movement patterns, overlaying weather and satellite imagery. Reference for OSINT/defense viz stacks.

## Claude Code agent teams — parallel sessions that message each other
- Creator: @anipottsbuilds | Type: technique | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DUZzpnyjFUz
- Source: https://www.instagram.com/p/DUZzpnyjFUz/
- Tools: Claude, Claude Code | Techniques: AI agents, agent teams, multi-agent orchestration, subagents | Domains: LLM, agents, software development
- Claude Code's agent teams let separate Claude sessions talk laterally through a shared mailbox, unlike subagents which only report back a single result at the end. It ships disabled; you enable it with an experimental environment variable set to 1 in .claude/settings.json (paid plans only).

## Randy Roberts — generative-art code garden (@rndyrbrts)
- Creator: @rndyrbrts | Type: inspiration | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/DWTTnvAgik_
- Source: https://www.instagram.com/p/DWTTnvAgik_/
- Techniques: Markov chains, cellular automata, generative art, knowledge graphs | Domains: art, creative coding, generative-art, open source, video production
- @rndyrbrts ongoing generative-art / algorithmic 'code garden' reel. No caption; the signal is remembering Randy Roberts as a generative-art reference follow.

## open-multi-agent:scaffold — scaffolds new multi-agent projects
- Creator: @6ab3 | Type: skill | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/open-multi-agent_scaffold
- Source: https://github.com/open-multi-agent/scaffold
- Techniques: AI agents | Domains: agents
- Scaffolds new projects using the open-multi-agent framework. Provides complete API reference, 6 code patterns (single agent, auto-orchestrated team, task pipeline, custom tools, streaming, multi-model), and step-by-step project setup. | Auto-triggers when you say: create a multi-agent app scaffold agent project build multi-agent system set up agent teams agent pipeline add custom tool | Location: ~/Desktop/Projects/claude/open-multi-agent/.claude/skills/scaffold/ (Repository has since been removed from GitHub.)

## SentrySearch — 100% local Qwen3-VL video search engine
- Creator: @6ab3 | Type: repo | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/ssrajadh_sentrysearch
- Source: https://github.com/ssrajadh/sentrysearch
- Domains: video production
- by ssrajadh — featured by @marc.kaz | 100% local video search engine. Type natural language queries and it finds exact timestamps in your video files. Uses Qwen3-VL embeddings. Perfect for dashcams, security footage, home videos. Zero data leaves your machine. | Python 3.11+ ChromaDB Gemini or Local Tesla dashcam support

## Pretext — 500x faster canvas text rendering, no DOM needed
- Creator: @6ab3 | Type: repo | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/chenglou_pretext
- Source: https://github.com/chenglou/pretext
- Tools: Pretext
- by Cheng Lou (ReasonML, Midjourney frontend) — featured by @marc.kaz | Pure TypeScript library for text measurement and layout. 300-600x faster than DOM-based text rendering. No DOM dependency — works in Web Workers, Node.js, and server-side. Renders to DOM, Canvas, SVG. Foundational UI infrastructure. | TypeScript 14K+ stars in 48hrs No DOM needed

## 21st.dev — largest React component marketplace for design engineers
- Creator: @6ab3 | Type: design | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/18ddc4b68b6c
- Source: https://21st.dev
- Tools: React | Domains: design
- by serafimcloud — featured by @woojinstartup | "NPM for design engineers" — largest marketplace of shadcn/ui-based React + Tailwind components. Describe what you want, get production code. Works as MCP server for Claude Code. Community-driven, open source. | React + Tailwind MCP Server shadcn-compatible

## Kimi Code CLI — free Claude Code alternative, terminal-first agent
- Creator: @6ab3 | Type: tool | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/MoonshotAI_kimi-cli
- Source: https://github.com/MoonshotAI/kimi-cli
- Tools: Claude, Claude Code, Kimi | Techniques: AI agents | Domains: agents
- by Moonshot AI — featured by @speedy_devv | Terminal-first AI coding agent. Free Claude Code/Gemini CLI alternative. No subscriptions, no locked features. Understands repos, executes end-to-end tasks. Apache 2.0 license — fully open source and modifiable. | Python Apache 2.0 Free forever

## Kimi K2.5 — Moonshot's open multimodal agentic model
- Creator: @6ab3 | Type: technique | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/MoonshotAI_Kimi-K2_5
- Source: https://github.com/MoonshotAI/Kimi-K2.5
- Tools: Kimi | Techniques: AI agents | Domains: agents
- by Moonshot AI | Open-source native multimodal agentic model. Strong coding and reasoning benchmarks. Modified MIT License. Available on HuggingFace for self-hosting as an alternative LLM backend. | Modified MIT HuggingFace Self-hostable

## MiniMax M2.5 — 80.2% SWE-Bench, top open-source coding model
- Creator: @6ab3 | Type: tool | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/MiniMax-AI_MiniMax-M2_5
- Source: https://github.com/MiniMax-AI/MiniMax-M2.5
- Techniques: code generation | Domains: software development
- by MiniMax AI | State-of-the-art open-source model — 80.2% on SWE-Bench Verified. Excels at coding and agentic tasks. OpenAI-compatible API format. Available on GitHub + HuggingFace for self-hosting. | 80.2% SWE-Bench OpenAI-compatible API HuggingFace

## HY-Motion 1.0 — Tencent's text-to-3D motion generation
- Creator: @6ab3 | Type: repo | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/Tencent-Hunyuan_HY-Motion-1_0
- Source: https://github.com/Tencent-Hunyuan/HY-Motion-1.0
- Domains: 3D
- by Tencent Hunyuan — featured by @marc.kaz | Billion-parameter text-to-3D motion generation. Type "a person walks forward then starts jumping" and get skeleton-based character animation. 200+ action types, 700hrs of pro mocap training. Works on human + robot skeletons. Free on HuggingFace. | DiT + Flow Matching 200+ action types Free

## n8n AI Automation — self-hosted Zapier with AI agent nodes
- Creator: @6ab3 | Type: guide | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/2b29777c0b5a
- Source: https://n8n.io
- Tools: Zapier, n8n | Techniques: AI agents, automation | Domains: agents
- Source: @angus.sewell — 4K likes | Open-source workflow automation (self-hosted Zapier). AI-powered LinkedIn content pipelines, email summarizers, lead enrichment, content repurposing. Includes Docker setup, LinkedIn API configuration, and example JSON workflows. | n8n.io Original Post

## TouchDesigner Creative Coding — 3D scanning, MediaPipe, Gaussian splats
- Creator: @6ab3 | Type: guide | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/891906d4212e
- Source: https://derivative.ca
- Tools: MediaPipe, TouchDesigner | Techniques: code generation, creative coding | Domains: 3D, creative coding, software development
- Sources: @the.poet.engineer, @_sashasokolov | Three techniques: 3D scanning with virtual cameras (Polycam), MediaPipe body tracking for interactive dance art, and Gaussian splats for photorealistic 3D scenes. Includes setup, key concepts, and resources. | TouchDesigner

## vvd.world — interactive maps, lore tracking, connection visualizer
- Creator: @6ab3 | Type: demo | Tier: A | Collection: ai3
- Page: https://dejaviewed.dev/e/232baf569cb4
- Source: https://vvd.world
- Domains: creative coding, design
- Source: @vvdworldbuilding — 60K likes (highest!) | Complete worldbuilding platform: interactive maps, lore/character tracking, connection visualization, publishable wikis. For writers, TTRPG creators, game developers. | guides/worldbuilding-vvd-world.md

## shadcn/ui — copy-paste React components, design-system foundation
- Creator: @6ab3 | Type: platform | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/7e0a26e411e0
- Source: https://ui.shadcn.com
- Tools: React, shadcn/ui | Domains: UI/UX, design
- Beautifully designed, customizable component library. Copy-paste into your project — full ownership, no dependency lock-in. The foundation of modern React UI development. | Free React + Tailwind Copy-paste | ui.shadcn.com

## Stitch — Google's AI design tool, text-to-full-page UI mockups
- Creator: @6ab3 | Type: design | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/9e19f31d3704
- Source: https://stitch.withgoogle.com
- Tools: Stitch | Domains: UI/UX, design
- Google's AI design tool. Generate full-page UI mockups from text descriptions. Upload style references. Export designs and feed to Claude Code for implementation. | Free (Labs) Web-based | stitch.withgoogle.com

## Hypersketch — rough doodle → photorealistic concept render in 30s
- Creator: @6ab3 | Type: platform | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/7302278e6f06
- Source: https://hypersketch.com
- Tools: Hypersketch
- AI concept rendering for industrial designers. Rough doodle → photorealistic render in 30 seconds. Watercolor sketch conversion. Created by STUCK Design. | Paid (iOS app) Code: DONNKOH20 = 20% off | hypersketch.com

## Higgsfield Angles — one photo → new camera angles via AI reframing
- Creator: @6ab3 | Type: platform | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/c82dcba1352d
- Source: https://higgsfield.ai
- Tools: Higgsfield | Domains: photography
- AI photo reframing. Upload one photo → generate new camera angles (high, low, zoom) without prompts. Click the angle you want. | Free tier Mobile + Web | higgsfield.ai

## Savee.it + Soot.com — cleaner Pinterest alternatives for designers
- Creator: @6ab3 | Type: design | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/221b788e6094
- Source: https://savee.it
- Domains: archives, design
- Pinterest alternatives for designers. Cleaner, more curated design inspiration without ads and noise. Savee focuses on graphic design, typography, photography. Soot has AI-powered discovery.

## Rave Zines — 90s/2000s underground rave graphic design archive
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/2d34579778ce
- Source: https://archive.org/details/ravezines
- Domains: archives, design
- Underground rave culture zines and publications. Raw graphic design from the 90s/2000s rave scene.

## Logo Archive — historical logos for typography & brand study
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/624a234f4c5d
- Source: https://archive.org/details/logoarchive
- Domains: archives, branding, design
- Historical logo designs. Excellent for studying typography, mark-making, and brand identity evolution.

## Arcade Flyers — bold graphic design from golden age of gaming
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/90095ffce6a5
- Source: https://archive.org/details/arcadeflyers
- Domains: design, gaming
- Promotional flyers from arcade games. Bold, colorful graphic design from the golden age of gaming.

## David Rumsey Maps — 150K+ historical maps spanning centuries
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/eb525f81408b
- Source: https://archive.org/details/david-rumsey-map-collection
- Domains: archives, design
- 150,000+ historical maps spanning centuries. Cartographic art, world exploration, and geographic history.

## Vintage Australian Ads — mid-century print advertising design ref
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/09359b8c071c
- Source: https://archive.org/details/vintage-australian-print-ads
- Domains: archives, design
- Mid-century Australian print advertising. Unique cultural and design reference.

## Fine Art History — hi-res classical paintings, drawings, sculptures
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/0f74b7982e15
- Source: https://archive.org/details/Fine-Art-History
- Domains: art
- Classical and historical fine art. High-resolution reproductions of paintings, drawings, and sculptures.

## VHS Vault — digitized retro TV recordings & home video artifacts
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/35ac2c7455ee
- Source: https://archive.org/details/vhsvault
- Domains: video production
- Digitized VHS recordings. Retro footage, TV recordings, and home video cultural artifacts.

## Prelinger Archives — 60K+ public domain ephemeral films
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/188a1777bf67
- Source: https://archive.org/details/prelinger
- Domains: archives
- 60,000+ ephemeral films: educational, industrial, amateur, advertising. Public domain footage goldmine.

## Music Television archive — MTV-era music videos and music TV recordings
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/2a95c63bcce9
- Source: https://archive.org/details/musictelevision
- Tools: Internet Archive | Domains: music, video production
- An Internet Archive collection of music videos and music-TV broadcast recordings from the MTV era. Useful as raw reference footage for editing pacing, broadcast graphics and period aesthetics; there is no post content beyond the collection link.

## Transportation Posters — travel & transit promotional art
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/fb3e8a3f5193
- Source: https://archive.org/details/digitaltransportation_posters
- Domains: art
- Digital transportation posters. Travel, transit, and infrastructure promotional art.

## Midwest Rave Flyers — scanned rave-era flyer design archive
- Creator: @6ab3 | Type: inspiration | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/ef687c750816
- Source: https://archive.org/details/@midwest_rave_flyers
- Tools: Internet Archive | Domains: archives, art, design
- An Internet Archive collection of scanned flyers from the Midwest US rave scene. A dense reference for 90s club typography, collage and print-era color tricks if you design posters or event graphics.

## Technical Manuals archive — vintage instruction booklets and schematics
- Creator: @6ab3 | Type: resource | Tier: B | Collection: ai3
- Page: https://dejaviewed.dev/e/b3c691b05b56
- Source: https://archive.org/details/manuals
- Tools: Internet Archive | Domains: archives, design, hardware
- The Internet Archive's manuals collection: scanned instruction booklets, service guides and schematics for old hardware and appliances. Handy when repairing vintage gear, and a quiet goldmine of technical-illustration and layout styles.

## Lifestyle Magazines — editorial layout & design reference scans
- Creator: @6ab3 | Type: design | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/0252755ce996
- Source: https://archive.org/details/lifestylemagazines_misc
- Domains: design, reference
- Miscellaneous lifestyle magazine scans. Layout and editorial design reference.

## Cultural & Academic Films — Internet Archive educational film collection
- Creator: @6ab3 | Type: resource | Tier: C | Collection: ai3
- Page: https://dejaviewed.dev/e/685f44ff3d7b
- Source: https://archive.org/details/culturalandacademicfilms
- Tools: Internet Archive | Domains: archives, education, video production
- An Internet Archive collection of preserved educational, cultural and academic documentary films. Mostly a source of public-domain style archival footage and a record of how teaching films used to be made.

## Prompt engineering crash course — local models, system prompts, context engineering
- Creator: @lizthedeveloper | Type: skill | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DO4Gt_HAv4Q
- Source: https://www.instagram.com/p/DO4Gt_HAv4Q/
- Tools: LangGraph, OpenAI Agents SDK, Orange Pi | Techniques: 4-bit quantization, AI agents, context engineering, prompt engineering, system prompting, tool calling, workflow automation | Domains: LLM, agents, prompt engineering, video production
- A rapid-fire primer: run a 7–14B model quantized to 4 bits locally (e.g. on a 16 GB Orange Pi), set a system prompt that bans sycophancy and demands citations, add tool use, and save workflows. Argues, citing 12-Factor Agents, that you should own your context engineering rather than lean on frameworks like LangGraph or the OpenAI Agents SDK.

## ChatGPT Prompt Stack — 7 role and memory prompts fronting an AI-agency pitch
- Creator: @kekoamac | Type: technique | Tier: C | Collection: ai1
- Page: https://dejaviewed.dev/e/DNrF0qq5Pg3
- Source: https://www.instagram.com/p/DNrF0qq5Pg3/
- Tools: Apollo.io, ChatGPT, Make.com, Perplexity, Unipile, Vapi | Techniques: prompt chaining, role prompting, session summaries | Domains: marketing, prompt engineering
- Seven generic ChatGPT prompts (role architecture, brain upload, outcome simulator, feedback loop, step-gated chain, session checkpoints, three-way refiner) used as the hook for a 'Remote Triaging' AI-automation agency pitch built on Apollo.io, Perplexity, Make.com, Unipile and Vapi. Mostly lead-gen for a DM funnel; the prompts are basic.

## Bypassing 90% of AI guardrails — @lizthedeveloper
- Creator: @lizthedeveloper | Type: inspiration | Tier: S | Collection: ai1
- Page: https://dejaviewed.dev/e/DMRI00_iQgW
- Source: https://www.instagram.com/p/DMRI00_iQgW/
- Techniques: MCP, code generation | Domains: LLM, e-commerce, open source, software development
- @lizthedeveloper teases techniques to circumvent most LLM safety issues (and which create the worst ones). Commentary in video; caption is the hook. Subject: LLM jailbreak/safety.

## Gemini 2.5 Pro — one-prompt interactive particle visualizer in a single HTML file
- Creator: @koen.agi | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DJnBwBLxUHt
- Source: https://www.instagram.com/p/DJnBwBLxUHt/
- Tools: Gemini | Techniques: single-file HTML apps, vibe coding | Domains: LLM, creative coding
- Prompt Gemini 2.5 Pro to 'create a particle cloud visualizer that can change shape, color and other properties, interactive, in a single HTML file', answer its clarifying questions, then save the code as .html and open it in a browser. A beginner-friendly vibe-coding recipe for instant creative-coding toys.

## Unreal Engine for cinematic artists — @badxstudio course teaser
- Creator: @badxstudio | Type: inspiration | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DL0Z7wshVeq
- Source: https://www.instagram.com/p/DL0Z7wshVeq/
- Tools: Unreal Engine | Domains: 3D, VFX, animation, video production
- @badxstudio pitches their Ultimate Unreal Engine Course: real-time camera control, scrubbing animations while rehearsing shots, photoreal cinematic worlds. Comment 'UNREAL' for links.

## n8n + Veo 3 — Telegram-triggered AI vlog that auto-posts to YouTube
- Creator: @koen.agi | Type: demo | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DLypfhGRhKw
- Source: https://www.instagram.com/p/DLypfhGRhKw/
- Tools: Telegram, Veo 3, YouTube, n8n | Techniques: multi-clip story generation, workflow automation | Domains: agents, automation, marketing, no-code, video production
- An n8n automation where a Telegram message ('Bigfoot builds a log cabin vlog') becomes an eight-part story, each part rendered with Google Veo 3, stitched together and uploaded to YouTube automatically. Demo only; the guide is behind a comment-for-link.

## 4D spacetime explainer — @abdullteff
- Creator: @abdullteff | Type: inspiration | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DFc6dPIobfQ
- Source: https://www.instagram.com/p/DFc6dPIobfQ/
- Domains: education
- @abdullteff explains Einstein's fourth dimension as time curvature in spacetime, using the (x,y,z,t) coordinate framing. Educational physics, not AI.

## Prompt-Genie — auto-optimize ChatGPT prompts
- Creator: @promptgeniehq | Type: tool | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DJPvk1WhvRo
- Source: https://www.instagram.com/p/DJPvk1WhvRo/
- Tools: ChatGPT, Prompt Genie | Techniques: automation | Domains: prompt engineering
- @promptgeniehq pitches prompt-genie.com, which rewrites your prompts into structured, goal-driven instructions. Caption summarizes the 'instruction + context + refine' template. Comment 'PG' for link.

## Ad Deconstruction with GPT-4o — reverse-engineer a winning ad, regenerate for your brand
- Creator: @thesocialalpha_ | Type: technique | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DIO37tGNHiD
- Source: https://www.instagram.com/p/DIO37tGNHiD/
- Tools: ChatGPT | Techniques: ad deconstruction, multimodal prompting, persona prompting, prompt engineering | Domains: design, e-commerce, marketing, prompt engineering
- A three-step workflow: upload a competitor ad to ChatGPT, have it analyze psychology, imagery, typography, color and composition through Cialdini, Rory Sutherland and William Leach personas, then map those tactics to your brand and generate a new image ad with your product shot. Shown on a serum ad remade for a cleanser brand.

## Government Contract Brokering Prompts — ChatGPT playbook for subcontracting middlemen
- Creator: @dailyprompter | Type: technique | Tier: C | Collection: ai1
- Page: https://dejaviewed.dev/e/DIQ4GdHI4ZH
- Source: https://www.instagram.com/p/DIQ4GdHI4ZH/
- Tools: ChatGPT | Techniques: prompt templates | Domains: agents, marketing, prompt engineering
- Six ChatGPT prompts for finding government contract platforms, decoding RFPs, writing proposals as a coordinator, sourcing subcontractors, a compliance checklist and a multi-contract system. It is engagement bait for a '700+ AI tools' DM giveaway, and the zero-cost middleman pitch glosses over real registration and compliance work.

## AI credit-repair automation — @legacybuilder700
- Creator: @ | Type: inspiration | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DIgiuTXtcup
- Source: https://www.instagram.com/p/DIgiuTXtcup/
- Tools: DeepSeek | Techniques: automation
- Pitches using AI to analyze credit reports, auto-generate dispute letters, and mail them. Also references @thematthewlesko $50K small-business grant. Link in bio.

## Image-to-video AI realism check — @setupspawn
- Creator: @setupspawn | Type: inspiration | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DCHeeTKuPuL
- Source: https://www.instagram.com/p/DCHeeTKuPuL/
- Domains: prompt engineering, video production
- @setupspawn discusses how image-to-video AI (upload picture, animate it) is advancing faster than expected and the deepfake implications. No specific tool named.

## Text-to-visual icon generator — @aigptinsights
- Creator: @aigptinsights | Type: tool | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/DAa1jxdC3h5
- Source: https://www.instagram.com/p/DAa1jxdC3h5/
- Domains: design, image generation
- @aigptinsights short demo of an AI tool that turns text into graphic visuals/icons. Tool unnamed in caption.

## MonkeyAITools directory + Luma Labs/Polycam tags
- Creator: @monkeyaitools | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/DA7f01nt80B
- Source: https://www.instagram.com/p/DA7f01nt80B/
- Tools: After Effects, Luma | Domains: 3D, VFX, crypto, video production
- @monkeyaitools promo for their AI-tools directory site, tagging Luma Labs, Polycam, Gaussian Splatting, photoreal 3D. Link in bio.

## Text-to-video tip: start from an image — @setupspawn
- Creator: @setupspawn | Type: inspiration | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C-Ad0PoApy1
- Source: https://www.instagram.com/p/C-Ad0PoApy1/
- Tools: Runway | Techniques: video generation | Domains: fashion, prompt engineering, video production
- @setupspawn shares a practical tip: text-to-video models give better results when seeded with a starting picture. No specific model named.

## NVIDIA ChatRTX local LLM — @nathanespinozayt sponsored demo
- Creator: @nathanespinozayt | Type: demo | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C4ygnCxxC60
- Source: https://www.instagram.com/p/C4ygnCxxC60/
- Tools: ChatGPT, NVIDIA ChatRTX | Domains: LLM, RAG, video production
- Sponsored post showcasing NVIDIA ChatRTX, the local RTX-accelerated chatbot that runs LLMs against your own files. No deep walkthrough but tool is named.

## MonkeyAITools animated content directory
- Creator: @monkeyaitools | Type: tool | Tier: A | Collection: ai1
- Page: https://dejaviewed.dev/e/C3zTNqgiAFg
- Source: https://www.instagram.com/p/C3zTNqgiAFg/
- Domains: agents, crypto, prompt engineering
- @monkeyaitools promo for their curated AI-tools site, this time focused on animation/video generation tools. Link in bio.

## 800+ AI tools list — @socialtypro DM-bait
- Creator: @socialtypro | Type: tool | Tier: B | Collection: ai1
- Page: https://dejaviewed.dev/e/C64Dr0HAtCC
- Source: https://www.instagram.com/p/C64Dr0HAtCC/
- Tools: Canva, ChatGPT, Photoshop, Premiere Pro, Sora | Domains: video production
- @socialtypro offers a list of 800+ AI tools via comment 'BOOM'. Credits @vaibhavv.ai. Subject: curated AI tools directory.

## AI particle simulator — text-to-science-animation
- Creator: @itsaiandy | Type: demo | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVzqCC0jfH4
- Source: https://www.instagram.com/p/DVzqCC0jfH4/
- Tools: React | Domains: animation, creative coding, data science
- @itsaiandy demos an AI particle simulator that turns text prompts into live, exportable physics/science animations. Tool unnamed in caption but concept is concrete.

## Three Claude Code repos — CLI-Anything, GSD 2 and Garry Tan's gstack
- Creator: @chase.h.ai | Type: repo | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DV4JihMx_vD
- Source: https://www.instagram.com/p/DV4JihMx_vD/
- Tools: CLI-Anything, Claude, Claude Code, GSD, Pi SDK, gstack | Techniques: AI agents, CLI over MCP, agent harness configuration | Domains: agents, open source, software development
- CLI-Anything (from the LightRAG team) points Claude Code at any open-source app and generates a CLI for it, riding the shift from MCPs to CLIs. GSD 2 turns the Get Shit Done framework into a standalone CLI on the Pi SDK, and gstack is YC CEO Garry Tan's personal Claude Code setup.

## Vibe-coded website prompts — @angus.sewell
- Creator: @angus.sewell | Type: inspiration | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVyek2-kbZg
- Source: https://www.instagram.com/p/DVyek2-kbZg/
- Tools: Claude, Claude Code | Domains: prompt engineering, web
- @angus.sewell offers the prompts behind a vibe-coded website build via comment 'website'. Self-aware about the 'AI is conscious' clickbait framing.

## Claude Code design skill — @kylewhitrow
- Creator: @kylewhitrow | Type: design | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DV4OGI0D1hS
- Source: https://www.instagram.com/p/DV4OGI0D1hS/
- Tools: Anthropic, Claude, Claude Code | Techniques: MCP | Domains: agents, design, open source
- @kylewhitrow claims Claude Code now replaces website designers and offers the underlying Claude Code skill via comment 'design'. Subject: Claude Code skills for web design.

## Ten Claude Code plugins and CLIs — databases, deploys, scraping, diagrams
- Creator: @chase.h.ai | Type: resource | Tier: S | Collection: ai2
- Page: https://dejaviewed.dev/e/DVryCC1jfi1
- Source: https://www.instagram.com/p/DVryCC1jfi1/
- Tools: Anthropic, Claude, Claude Code, Excalidraw, Firecrawl, GSD, GitHub CLI, NotebookLM, Obsidian, Playwright, Supabase, Vercel | Techniques: AI agents, CLI tool use, Claude Code skills, automation, code generation, context rot mitigation | Domains: agents, open source, software development
- A practical kit: Supabase CLI, Anthropic's skill-creator (create, test and benchmark skills), GSD orchestration, notebooklm-py, Obsidian vaults, Vercel CLI, Playwright CLI, GitHub CLI, Firecrawl CLI/skill for scraping, and an Excalidraw diagram skill. The theme: CLI tools beat MCPs for coding agents.

## Claude tips part 8 + free beginner course — @practicalyai
- Creator: @practicalyai | Type: tool | Tier: B | Collection: ai2
- Page: https://dejaviewed.dev/e/DVrzz3Qj8kK
- Source: https://www.instagram.com/p/DVrzz3Qj8kK/
- Tools: Claude, Claude Code | Domains: agents
- @practicalyai's 'things you didn't know you can do with Claude' series, episode 8. Free beginner Claude course via comment 'practical'.

## Mentor-Style GitHub Repos — five repos for terminal, patterns, testing and architecture
- Creator: @coding_cosmos | Type: resource | Tier: A | Collection: ai2
- Page: https://dejaviewed.dev/e/DVYacGjk9G3
- Source: https://www.instagram.com/p/DVYacGjk9G3/
- Techniques: code generation, design patterns, software testing | Domains: education, open source, software development
- Five learning repos: jlevy/the-art-of-command-line for real terminal fluency, kilimchoi/engineering-blogs for company engineering write-ups, RefactoringGuru/design-patterns-typescript for GoF patterns with real-world examples, abhivaikar/howtheytest for how companies test, and gothinkster/realworld, the same Medium clone across many frontends and backends.

## Hidden TradingView automation trick — @thealphainsider
- Creator: @thealphainsider | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DUa7z3MEq6A
- Source: https://www.instagram.com/p/DUa7z3MEq6A/
- Tools: TradingView | Techniques: algorithmic trading, automation | Domains: crypto, finance/trading, video production
- @thealphainsider teases an undocumented TradingView automation feature; comment 'Automate' for the full video. Subject: TradingView strategy automation.

## Figma website animations pack — @neuwebstudio
- Creator: @neuwebstudio | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWoYaIxDWJD
- Source: https://www.instagram.com/p/DWoYaIxDWJD/
- Tools: Figma | Domains: 3D, animation, design
- @neuwebstudio offers a pack of Figma website animations via comment 'ANIMATION'. Subject: Figma micro-interactions/web animations.

## Gabriel's Horn / Torricelli's Trumpet — finite volume, infinite area
- Creator: @alephhnull | Type: inspiration | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DUBcUuDCE3j
- Source: https://www.instagram.com/p/DUBcUuDCE3j/
- Domains: 3D, branding, education
- @mathxmatrix explains Gabriel's Horn (Torricelli, 1643): rotate y=1/x around the x-axis to get a shape with finite volume but infinite surface area. Credit @jeedecodee.

## Anthropic fear-mongering marketing meta — @angus.sewell
- Creator: @angus.sewell | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DW1RIzvETWn
- Source: https://www.instagram.com/p/DW1RIzvETWn/
- Tools: Anthropic, Claude | Domains: marketing, prompt engineering
- @angus.sewell riffs on Anthropic-style AI safety fear-mongering as a marketing tactic. Commentary, not tutorial, but on-topic.

## RAG-Anything + LightRAG — multimodal graph RAG for images, charts and docs
- Creator: @chase.h.ai | Type: repo | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWqAJostQ2k
- Source: https://www.instagram.com/p/DWqAJostQ2k/
- Tools: Claude, Claude Code, LightRAG, RAG-Anything | Techniques: AI agents, GraphRAG, RAG, multimodal RAG | Domains: LLM, agents, open source
- LightRAG builds knowledge-graph RAG but only ingests text; pairing it with RAG-Anything adds images, charts, graphs and other non-text documents. The combo runs fully local or cheaply and plugs into Claude Code.

## Enneper minimal surface — @merlinomath
- Creator: @merlinomath | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWrQbcLguGc
- Source: https://www.instagram.com/p/DWrQbcLguGc/
- Domains: art, education
- @merlinomath introduces Enneper's surface: a minimal surface where mean curvature is zero everywhere. Spanish-language math aesthetics post.

## Karpathy-style LLM knowledge base — Claude Code turns 36 videos into a linked wiki
- Creator: @nateherkai | Type: technique | Tier: A | Collection: ai4
- Page: https://dejaviewed.dev/e/DWzPgGhiTcR
- Source: https://www.instagram.com/p/DWzPgGhiTcR/
- Tools: Claude Code, Playwright, YouTube | Techniques: LLM-maintained wiki, automation, entity extraction, knowledge graph | Domains: LLM, agents, productivity, reference, video production
- Following Andrej Karpathy's viral post on LLM-maintained knowledge bases, Claude Code ingested 36 YouTube videos, extracted tools, techniques and skills, and built an interlinked graph of documents (hubs like 'Claude Code' linking to Playwright, browser automation, ClickUp) with summaries and source links.

## Free Claude resource — @brodyautomates
- Creator: @brodyautomates | Type: tool | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWr2krjEgoe
- Source: https://www.instagram.com/p/DWr2krjEgoe/
- Tools: Claude, Polymarket | Techniques: AI agents, algorithmic trading | Domains: agents, finance/trading, prediction markets, reference
- @brodyautomates offers an unspecified Claude resource for free via comment 'Claude'. Thin but on-topic.

## LightRAG + Claude Code — graph RAG over thousands of docs, exposed as skills
- Creator: @chase.h.ai | Type: technique | Tier: S | Collection: ai4
- Page: https://dejaviewed.dev/e/DWnkds9Nfgo
- Source: https://www.instagram.com/p/DWnkds9Nfgo/
- Tools: Claude, Claude Code, Docker, LightRAG | Techniques: AI agents, API integration, API-to-skill wrapping, GraphRAG, RAG | Domains: LLM, agents, open source
- LightRAG extracts entities and relationships into a knowledge graph so Claude Code can answer across thousands of documents beyond its context window. Setup: Docker, give Claude Code the LightRAG URL and ask it to install; then have Claude turn the LightRAG server API endpoints into skills for direct querying.

## Quant learning priority matrix — @heidioftheeast
- Creator: @heidioftheeast | Type: skill | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DVS56hriCUz
- Source: https://www.instagram.com/p/DVS56hriCUz/
- Domains: finance/trading, software development
- @heidioftheeast shares a priority matrix for self-taught quants navigating math/finance/programming overload. Free guide + learning list via comment 'QUANT'.

## Recursive Language Models (RLM) — Hindi explainer on beating context limits
- Creator: @techie007.dev | Type: news | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DUjV0J8k9S-
- Source: https://www.instagram.com/p/DUjV0J8k9S-/
- Techniques: long-context handling, recursive language models | Domains: LLM
- A Hindi-language explainer of the Recursive Language Models paper, which lets an LLM treat a long prompt as a variable it can inspect and recursively query instead of stuffing it into context. The transcript is badly garbled, so detail beyond the core idea is unrecoverable.

## Hawthorne effect + self-observation productivity — @dr.memonoff
- Creator: @dr.memonoff | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DWBEMihjWp7
- Source: https://www.instagram.com/p/DWBEMihjWp7/
- Domains: education
- @dr.memonoff retells Elton Mayo's 1924 Hawthorne experiment and a follow-up where self-observation reportedly boosted accuracy 94%. Pitches a 7-day burnout fix via bio link. Pop-psych, not AI.

## AI influencer roast series — @angus.sewell on Nick
- Creator: @angus.sewell | Type: inspiration | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DUWoNrtEpEu
- Source: https://www.instagram.com/p/DUWoNrtEpEu/
- Tools: n8n | Domains: agents, branding
- @angus.sewell's AI-influencer commentary series; this episode roasts Nick (likely Nick Saraev), noting his YouTube content outclasses his IG. Asks who to cover next.

## Claude Code content system — seven skills from research to repurposing
- Creator: @chase.h.ai | Type: technique | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWifd94uEe6
- Source: https://www.instagram.com/p/DWifd94uEe6/
- Tools: Claude, Claude Code, NotebookLM, YouTube | Techniques: Claude Code skills, content repurposing, hook engineering, hooks/automation | Domains: agents, marketing, open source, video production
- Chase's creator pipeline as seven Claude Code skills: source research (X, GitHub), a YT-pipeline skill offloading analysis to NotebookLM, competitive ideation, hook/outline/title scripting, and post-production repurposing into blogs, X threads and 60–120s shorts. Credited with 90 pieces in 30 days; the skills themselves are paywalled.

## Polymarket/Kalshi prediction-market repo — @carsoncantcode
- Creator: @carsoncantcode | Type: repo | Tier: C | Collection: ai4
- Page: https://dejaviewed.dev/e/DUoiJH_EiqP
- Source: https://www.instagram.com/p/DUoiJH_EiqP/
- Tools: Kalshi, Polymarket | Domains: data science, finance/trading, prediction markets
- @carsoncantcode flags a must-have GitHub repo for prediction-market traders and developers (Polymarket, Kalshi). Repo link via comment 'ANALYSIS'. Subject is concrete even though repo unnamed.

## Building workflows around legacy software — @zchangd
- Creator: @zchangd | Type: inspiration | Tier: B | Collection: ai4
- Page: https://dejaviewed.dev/e/DWiCWyZj1rc
- Source: https://www.instagram.com/p/DWiCWyZj1rc/
- Techniques: API integration, hooks/automation | Domains: agents, automation
- @zchangd flags a 'huge unlock' for automating workflows over old/legacy business software. No tool named but concrete use case.

## Five new Claude Code repos — autoresearch, OpenSpace, CLI-Anything, peers, gws
- Creator: @chase.h.ai | Type: repo | Tier: S | Collection: ai4
- Page: https://dejaviewed.dev/e/DWfxDzktVfI
- Source: https://www.instagram.com/p/DWfxDzktVfI/
- Tools: Blender, CLI-Anything, Claude, Claude Code, Google Workspace CLI, OpenSpace, Python, autoresearch, claude-peers | Techniques: AI agents, CLI over MCP, automated experimentation, generator-evaluator loop, self-improving skills | Domains: agents, open source, software development
- Karpathy's autoresearch runs continuous keep-or-revert experiments against a measurable target (83 runs, 15 kept); OpenSpace auto-fixes, improves and learns skills from real usage; CLI-Anything wraps apps like GIMP, Blender and Inkscape as CLIs; claude-peers lets separate Claude Code sessions talk; gws is a Google Workspace CLI.

## Ising Model — modeling herd behavior and market phase transitions
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTsn_IKE06E
- Source: https://www.instagram.com/p/DTsn_IKE06E/
- Tools: Python | Techniques: AI agents, Agent-Based Modeling, Phase Transitions, Symmetry Breaking | Domains: 3D, agents, finance/trading, physics, quant
- 3D lattice visualization of the Ising model applied to financial markets. Blue=sellers, orange=buyers. At high volatility the market is random; as social pressure increases, clusters form leading to spontaneous symmetry breaking (crashes/trends). Built in Python for agent-based modeling.

## Phase Space Reconstruction — unfolding hidden BTC volatility dynamics
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DTLkCVXE7O6
- Source: https://www.instagram.com/p/DTLkCVXE7O6/
- Tools: Python | Techniques: Attractor Analysis, Phase Space Reconstruction, Time Delay Embedding, regime detection | Domains: chaos-theory, crypto, finance/trading, quant
- Uses Phase Space Reconstruction (PSR) with time delay tau=3 to unfold BTCUSD volatility into a multi-dimensional manifold. Reveals whether market is in stable regime or chaotic transition. Key for quantitative regime detection.

## Heston Model — stochastic volatility for realistic options pricing
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DW6uAQdk1r0
- Source: https://www.instagram.com/p/DW6uAQdk1r0/
- Tools: Python | Techniques: Mean Reversion, Stochastic Volatility, Volatility Smile, algorithmic trading, stochastic modeling | Domains: 3D, derivatives, finance/trading, options, quant
- Explains why Black-Scholes fails (constant vol assumption) and how the Heston Model introduces stochastic volatility. Captures the volatility smile and skew that basic models miss. Essential for options pricing.

## Cox Process — doubly stochastic Poisson for bursty market events
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DW4GU9HE8nd
- Source: https://www.instagram.com/p/DW4GU9HE8nd/
- Techniques: Doubly Stochastic Poisson, Intensity Modeling, Point Processes, algorithmic trading, limit orders, stochastic modeling | Domains: finance/trading, quant, stochastic-processes
- Standard Poisson processes assume constant event rates, but markets are bursty. The Cox Process (Doubly Stochastic Poisson) uses a CIR-driven random intensity to model trade arrivals, defaults, and volatility spikes more realistically.

## Hidden Markov Models — detecting market regime shifts automatically
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DW1kTMcExSj
- Source: https://www.instagram.com/p/DW1kTMcExSj/
- Tools: Python | Techniques: Regime Detection, State Estimation, Viterbi Algorithm | Domains: finance/trading, ml, quant
- Uses HMMs to mathematically deduce hidden market states from observable returns and volatility. Identifies low-vol bull, high-vol bear, and recovery regimes. Better than lagging indicators for strategy selection.

## Avellaneda-Stoikov — optimal spread calculation for market makers
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DWzAGZzE9gV
- Source: https://www.instagram.com/p/DWzAGZzE9gV/
- Tools: Python | Techniques: Inventory Management, Optimal Market Making, Stochastic Control, stochastic modeling | Domains: hft, market-making, quant
- The Avellaneda-Stoikov model solves the stochastic control problem for market making. Calculates optimal bid-ask spread based on volatility, time horizon, and inventory. Foundation of modern HFT market making. DM-bait for code repo.

## Ornstein-Uhlenbeck Process — mean reversion for pairs trading
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DVyXe17E2iz
- Source: https://www.instagram.com/p/DVyXe17E2iz/
- Techniques: Mean Reversion, Pairs Trading, Stochastic Differential Equations, algorithmic trading, mean reversion | Domains: finance/trading, quant, stochastic-processes
- Simulates the OU process showing mean reversion dynamics with theta (reversion speed), mu (equilibrium), and sigma (noise). Core model for pairs trading, interest rate spreads, and volatility signals in quantitative finance.

## Wave Function Collapse analogy — modeling pre-event price uncertainty
- Creator: @quant.dhawan | Type: technique | Tier: C | Collection: quant
- Page: https://dejaviewed.dev/e/DVTjJW9E1nL
- Source: https://www.instagram.com/p/DVTjJW9E1nL/
- Tools: Python | Techniques: Event-Driven Trading, Probability Distribution, Tail Risk Modeling, algorithmic trading | Domains: finance/trading, physics, quant, risk
- Draws analogy between quantum wave function collapse and price discovery after news events. Pre-event price is a probability distribution; the event collapses it to a single reality. Emphasizes modeling uncertainty and tail risks for systematic trading.

## 3D Yield Curve Surface — visualizing cross-asset macro regimes
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DVL5slFE51o
- Source: https://www.instagram.com/p/DVL5slFE51o/
- Techniques: Cross-Asset Correlation, Macro Regime Analysis, Yield Curve Modeling, algorithmic trading | Domains: 3D, finance/trading, fixed-income, macro, quant
- 3D visualization of yield curve dynamics across macro regimes: COVID-19 vol shock (VIX spike, yield compression), Fed tightening cycle (curve inversion). Shows how Treasury yield warping drives cross-asset correlations.

## Volatility Surface — regime shifts from smile to smirk
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DVEU6cyjCaq
- Source: https://www.instagram.com/p/DVEU6cyjCaq/
- Tools: Python | Techniques: Implied Volatility Surface, Tail Risk Detection, Volatility Smile/Smirk | Domains: finance/trading, options, quant, volatility
- 3D visualization of implied volatility surface (moneyness x maturity x IV). Shows how the surface warps from gentle 'smile' to steep 'smirk' before tail-risk events as markets bid up OTM puts for downside protection.

## Omori's Law — earthquake aftershock math applied to market crashes
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DU8m2RCE1Ea
- Source: https://www.instagram.com/p/DU8m2RCE1Ea/
- Techniques: Aftershock Modeling, Power Law Decay, Volatility Clustering | Domains: physics, quant, video production, volatility
- Applies geophysics' Omori's Law to financial markets. Post-crash volatility aftershocks decay at a predictable rate following power-law dynamics, not randomly. Shows March 2020 crash decay pattern. DM-bait for code repo.

## Wasserstein Distance — measuring the backtest-to-live reality gap
- Creator: @quant.dhawan | Type: technique | Tier: S | Collection: quant
- Page: https://dejaviewed.dev/e/DUx9t_FE0CY
- Source: https://www.instagram.com/p/DUx9t_FE0CY/
- Tools: Python | Techniques: Distribution Shift Detection, Optimal Transport, Sinkhorn Divergence, Wasserstein Distance, algorithmic trading | Domains: backtesting, finance/trading, ml, quant
- Uses Wasserstein Distance and Sinkhorn Divergence to mathematically measure drift between backtest distributions (blue) and live market conditions (orange). Detects distribution shift that kills more strategies than bad fees.

## Singular Spectrum Analysis — non-parametric trend extraction from noisy data
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DUlVcRVE8xv
- Source: https://www.instagram.com/p/DUlVcRVE8xv/
- Tools: Python | Techniques: Non-Parametric Decomposition, Singular Spectrum Analysis, Trend Extraction | Domains: finance/trading, quant, signal processing
- SSA decomposes time-series into trend, cycles, and noise without assuming a fixed functional form. Breaks data into reconstructed components (RC 1+7 trend, RC 2+3 annual, RC 9 high-freq). DM-bait for code repo.

## Lempel-Ziv Complexity — compression algorithms to detect market predictability
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DUTQPorEwuP
- Source: https://www.instagram.com/p/DUTQPorEwuP/
- Tools: Python | Techniques: Information Theory, Lempel-Ziv Complexity, Pattern Detection | Domains: information-theory, quant
- Applies the LZ compression algorithm (behind .zip files) to financial time series. When LZ complexity is low, patterns repeat and the market is more predictable. When high, it's random noise. Novel cross-domain application.

## Fast Fourier Transform — decomposing NVDA price into frequency signals
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DUBaBX0kxSA
- Source: https://www.instagram.com/p/DUBaBX0kxSA/
- Techniques: Fast Fourier Transform, Frequency Decomposition, Spectral Analysis, algorithmic trading | Domains: finance/trading, quant, signal processing
- Applies FFT to NVDA price action to decompose it into frequency components, separating noise from dominant cycles. Shows how to identify the strongest periodic signals in price data.

## Monte Carlo — 25,000 shuffled BTC returns to separate edge from luck
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DT8BX8vEzHm
- Source: https://www.instagram.com/p/DT8BX8vEzHm/
- Tools: Python | Techniques: Monte Carlo, Monte Carlo Simulation, Permutation Testing, Statistical Significance | Domains: backtesting, crypto, quant
- Runs 25,000 Monte Carlo simulations by shuffling daily BTC-USD returns to test whether a strategy's performance is genuine edge or statistical luck. One backtest isn't enough — real quants demand statistical significance.

## Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DT3Ig_-E7DW
- Source: https://www.instagram.com/p/DT3Ig_-E7DW/
- Tools: Python | Techniques: Correlation Networks, Graph Theory, Minimum Spanning Tree, Network Analysis | Domains: graph-theory, quant, risk
- Applies graph theory (Minimum Spanning Tree) to the S&P 500 to map the hidden network structure between stocks. Reveals sector clusters and systemic risk connections that traditional correlation matrices obscure. DM-bait for code.

## Avalanche Model — self-organized criticality explains market crashes
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTx3Bi3E-hp
- Source: https://www.instagram.com/p/DTx3Bi3E-hp/
- Techniques: Cascading Failures, Critical State Analysis, Sandpile Dynamics | Domains: finance/trading, physics, quant, risk
- Markets reach self-organized criticality where small perturbations trigger cascading failures. The 'news' doesn't cause the crash — the system was already at a critical state. Applies sandpile/avalanche dynamics from physics to explain market fragility.

## Tick Data vs OHLC — you're trading on 0.002% of available data
- Creator: @quant.dhawan | Type: inspiration | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTnQ72fk2fm
- Source: https://www.instagram.com/p/DTnQ72fk2fm/
- Tools: Python | Techniques: LOB Analysis, Market Microstructure, Tick Data Analysis, algorithmic trading | Domains: finance/trading, market-microstructure, quant
- Daily OHLC candles compress ~86,400 seconds of market data into 4 numbers — throwing away 99.998% of information. Makes the case for tick-level and limit order book analysis over candle-based trading.

## Lyapunov Exponent — measuring chaos in BTC tick-level microstructure
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTiLFogE4KT
- Source: https://www.instagram.com/p/DTiLFogE4KT/
- Tools: Python | Techniques: Chaos Theory, Lyapunov Exponent, Microstructure Analysis | Domains: chaos-theory, crypto, quant
- Visualizes the Lyapunov Exponent of BTC-USD microstructure data. Positive exponent = chaotic/unpredictable, negative = deterministic. Reveals that what looks random on 5-min charts has measurable chaotic structure at tick level.

## Kalman Filter — adaptive signal extraction for non-stationary markets
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DTfqcYUE2uV
- Source: https://www.instagram.com/p/DTfqcYUE2uV/
- Tools: Python | Techniques: Adaptive Filtering, Kalman filter, Non-Stationary Signal Processing, State Estimation, algorithmic trading | Domains: finance/trading, quant, signal processing, video production
- Financial data is non-linear and non-stationary, breaking standard filters. Kalman Filter adapts in real-time, unlike lagging moving averages or FFT (which assumes stationarity). Optimal for real-time signal extraction.

## Continuous Wavelet Transform — time-frequency analysis of QQQ
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTdWruOE1sm
- Source: https://www.instagram.com/p/DTdWruOE1sm/
- Tools: Python | Techniques: Continuous Wavelet Transform, Scalogram, Time-Frequency Analysis | Domains: quant, signal processing
- Applies CWT to QQQ to analyze frequency-domain dynamics over time. Unlike FFT (fixed window), wavelets capture how dominant frequencies shift across regimes. Reveals the market's changing 'heartbeat'.

## Random Matrix Theory — cleaning correlation matrices from noise
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DTXv8W_k-0x
- Source: https://www.instagram.com/p/DTXv8W_k-0x/
- Techniques: Eigenvalue Filtering, Marcenko-Pastur Distribution, Random Matrix Theory, algorithmic trading | Domains: finance/trading, linear-algebra, quant, risk
- Standard correlation matrices treat random noise as valid connections. Random Matrix Theory (RMT) filters eigenvalues to 'clean' the matrix, keeping only statistically significant correlations. The market is 90% noise.

## Stable Distribution — modeling fat-tailed crashes beyond Gaussian
- Creator: @quant.dhawan | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DTSn31Ek2DB
- Source: https://www.instagram.com/p/DTSn31Ek2DB/
- Techniques: Extreme Value Theory, Fat Tail Modeling, Monte Carlo, Non-Gaussian Returns, algorithmic trading | Domains: 3D, finance/trading, quant, risk, statistics
- Markets go up slowly but crash fast. Standard Gaussian models underestimate crash probability. Uses Stable (Levy) distributions to properly model fat tail events and Black Swan risks that beginners ignore.

## Hurst Exponent — 3D surface of BTC memory and mean-reversion zones
- Creator: @quant.dhawan | Type: technique | Tier: S | Collection: quant
- Page: https://dejaviewed.dev/e/DTPrgWIk4Ns
- Source: https://www.instagram.com/p/DTPrgWIk4Ns/
- Techniques: Fractal Analysis, Hurst exponent, Long-Range Dependence, Rescaled Range Analysis, algorithmic trading | Domains: 3D, crypto, finance/trading, quant, statistics
- Plots the Hurst Exponent of BTC-USD as a 3D surface. H>0.5 = trending (momentum), H<0.5 = mean-reverting, H=0.5 = random walk. Shows how market 'memory' varies across timeframes. Basis for adaptive strategy selection.

## VectorBT Grid Search — mmap data, joblib batching and vectorized backtests
- Creator: @quant.dhawan | Type: technique | Tier: A | Collection: quant
- Page: https://dejaviewed.dev/e/DTAjTaBADAx
- Source: https://www.instagram.com/p/DTAjTaBADAx/
- Tools: NumPy, Numba, Python, VectorBT, joblib, pandas | Techniques: Vectorized Backtesting, algorithmic trading, backtesting, memory mapping, parallel batching, parameter grid search, vectorized backtesting | Domains: backtesting, data science, finance/trading, python, quant
- A speed recipe for strategy grid searches with VectorBT: load OHLCV via numpy memmap (mmap_mode='r', copy=False) to avoid RAM blowups, fan thousands of backtests across cores with joblib Parallel, batch tasks in groups of 1,000, and run Portfolio.from_signals with fees and slippage as Numba-compiled matrix ops. Illustrated with a BTC moving-average crossover return surface.

## Public SaaS is getting destroyed. Atlassian -63%. HubSpot -48%. Workday ...
- Creator: @atlasberry008 | Type: demo | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXFzEoeCW6S
- Source: https://www.instagram.com/p/DXFzEoeCW6S/
- Tools: Anthropic
- Public SaaS is getting destroyed. Atlassian -63%. HubSpot -48%. Workday -47%. — @atlasberry008; uses Anthropic.

## Which one is the wildest? 😳 also, these are actual real commits that sti...
- Creator: @tech_wizzdom | Type: repo | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXCfcksFBz6
- Source: https://www.instagram.com/p/DXCfcksFBz6/
- Domains: open source, software development
- Which one is the wildest? 😳 also, these are actual real commits that still live on GitHub today. I shared links to th... — @tech_wizzdom.

## #sponsored This is NEXT LEVEL! @google NotebookLM is a total game-change...
- Creator: @itsangelicageorges | Type: skill | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWmdAL6AHxD
- Source: https://www.instagram.com/p/DWmdAL6AHxD/
- Tools: NotebookLM | Domains: agents, education
- #sponsored This is NEXT LEVEL! @google NotebookLM is a total game-changer for anyone who needs to organize and learn ... — @itsangelicageorges.

## This changed the way I explore codebases forever.
- Creator: @marc.kaz | Type: demo | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DW1st4HDp9K
- Source: https://www.instagram.com/p/DW1st4HDp9K/
- Tools: Obsidian | Techniques: workflow automation | Domains: LLM, open source
- This changed the way I explore codebases forever. — @marc.kaz; uses Obsidian.

## you don’t need Netflix with this tech drama.
- Creator: @nataindata | Type: tool | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXCzuHgDc46
- Source: https://www.instagram.com/p/DXCzuHgDc46/
- Tools: Anthropic, Claude, Claude Code | Domains: UI/UX, open source
- you don’t need Netflix with this tech drama. — @nataindata; uses Anthropic, Claude, Claude Code.

## Monte Carlo simulation — probability ranges for wealth and retirement plans
- Creator: @nataindata | Type: technique | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DVi7KgKjZbM
- Source: https://www.instagram.com/p/DVi7KgKjZbM/
- Techniques: Monte Carlo, Monte Carlo simulation, stress testing | Domains: finance/trading, quant
- A joke reel with a real explainer in the caption: Monte Carlo simulation runs thousands of randomized market scenarios (crashes, bull runs, inflation, salary and spending changes) to turn a single wealth forecast into a probability band. Instead of "$1M at 65" you get "85% chance of $800K–$1.5M".

## Comment stack and follow me and I’ll send you a free tutorial
- Creator: @gregisenberg | Type: skill | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWcIFs7EVIh
- Source: https://www.instagram.com/p/DWcIFs7EVIh/
- Techniques: workflow automation | Domains: education
- Comment stack and follow me and I’ll send you a free tutorial — @gregisenberg.

## Carbonyl — full Chromium browser rendered inside your terminal
- Creator: @marc.kaz | Type: repo | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXPMJTSjjcf
- Source: https://www.instagram.com/p/DXPMJTSjjcf/
- Tools: Carbonyl, Chromium | Domains: open source, software development
- Carbonyl (github.com/fathyb/carbonyl) is an MIT-licensed Chromium build that renders real web pages directly in a terminal, idling at 0% CPU. Useful for browsing over SSH, headless boxes, or giving terminal-bound agents a real browser.

## AI-first software design — build data layers agents can actually read
- Creator: @angus.sewell | Type: technique | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXKAbR8ETEo
- Source: https://www.instagram.com/p/DXKAbR8ETEo/
- Tools: Claude | Techniques: AI agents, context budgeting, tiered summarization, tool calling | Domains: UI/UX, agents, software development
- Dashboards and navbars are built for human eyes; agents only see tool-call text, which is why giving Claude raw database access goes wrong. The fix shown: store raw data plus workflow-generated summaries in separate tables and expose tools that return summary-level context first, pulling full transcripts only when needed.

## You can make Claude Code your Social Media Manager that studies your cha...
- Creator: @jens.heitmann | Type: tool | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DVmw74XEbk7
- Source: https://www.instagram.com/p/DVmw74XEbk7/
- Tools: Claude, Claude Code | Techniques: MCP | Domains: video production
- You can make Claude Code your Social Media Manager that studies your channels, audit your posts, and improves your co... — @jens.heitmann; uses Claude, Claude Code.

## Shoutout @itsolilehmann for this sick skill. Comment "verdict" to get it.
- Creator: @tenfoldmarc | Type: resource | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXSKVJCE9pl
- Source: https://www.instagram.com/p/DXSKVJCE9pl/
- Tools: Claude | Domains: video production
- Shoutout @itsolilehmann for this sick skill. Comment "verdict" to get it. — @tenfoldmarc.

## Comment “agent” for my Claude code guides
- Creator: @chase.h.ai | Type: skill | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DW5bfmLt4bS
- Source: https://www.instagram.com/p/DW5bfmLt4bS/
- Tools: Claude, Claude Code, Playwright | Techniques: AI agents | Domains: agents, open source
- Comment “agent” for my Claude code guides — @chase.h.ai; uses Claude, Claude Code; demonstrates AI agents.

## VidRush — AI tool that builds full YouTube documentaries from a topic
- Creator: @nateherkai | Type: tool | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DW4NudCk9ji
- Source: https://www.instagram.com/p/DW4NudCk9ji/
- Tools: VidRush | Techniques: AI video generation, text-based video editing | Domains: marketing, music, video production
- VidRush takes a topic, researches it, writes the script, pulls matching real footage, generates missing visuals with AI, and adds voiceover, music and transitions into a timeline you edit by typing. The reel is a comment-to-get-link promo, so treat the claims as marketing until tested.

## #ai #claude #marketing #videoediting #vibecoding
- Creator: @eddynthings | Type: resource | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXMKa0vEa81
- Source: https://www.instagram.com/p/DXMKa0vEa81/
- Tools: Claude | Domains: animation, branding, marketing, open source, prompt engineering, video production
- #ai #claude #marketing #videoediting #vibecoding — @eddynthings; uses Claude.

## You don’t need to teach Claude to talk like a caveman to save tokens. He...
- Creator: @jens.heitmann | Type: tool | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWxK27wkT9q
- Source: https://www.instagram.com/p/DWxK27wkT9q/
- Tools: Claude, Claude Code
- You don’t need to teach Claude to talk like a caveman to save tokens. Here are 3 methods I use to keep usage low whil... — @jens.heitmann; uses Claude.

## we’ve lost the plot on the exploratory nature of design
- Creator: @designteamofone | Type: resource | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXNv-N3AEbJ
- Source: https://www.instagram.com/p/DXNv-N3AEbJ/
- Tools: Figma | Techniques: MCP, code generation, workflow automation | Domains: design, prompt engineering, software development
- we’ve lost the plot on the exploratory nature of design — @designteamofone; uses Figma; demonstrates code generation.

## #ai #claude #entrepreneurs #vibecoding #skills
- Creator: @eddynthings | Type: resource | Tier: C | Collection: ai5
- Page: https://dejaviewed.dev/e/DXMbOkykUyw
- Source: https://www.instagram.com/p/DXMbOkykUyw/
- Tools: Claude
- #ai #claude #entrepreneurs #vibecoding #skills — @eddynthings; uses Claude.

## Claude Code persistent memory plugin — cross-session recall with fewer tokens
- Creator: @tenfoldmarc | Type: repo | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXFzCMeE56r
- Source: https://www.instagram.com/p/DXFzCMeE56r/
- Tools: Claude, Claude Code | Techniques: context compression, persistent memory | Domains: UI/UX, agents, open source
- An open-source plugin that gives Claude Code permanent cross-session memory, with a web viewer UI, a bundled skill and a one-command install, claiming up to 95% token savings. The repo name sits in a pinned comment, but the feature list matches claude-mem (thedotmack/claude-mem).

## Breaking: Opus 4.7 has just been released.
- Creator: @jens.heitmann | Type: tool | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DXMtbrHEayy
- Source: https://www.instagram.com/p/DXMtbrHEayy/
- Tools: Anthropic, Claude | Techniques: AI agents | Domains: agents, video production
- Breaking: Opus 4.7 has just been released. — @jens.heitmann; uses Anthropic, Claude; demonstrates AI agents.

## You can turn Claude Code into a full motion design team on @higgsfield.a...
- Creator: @jens.heitmann | Type: resource | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DXKFrnQEfEQ
- Source: https://www.instagram.com/p/DXKFrnQEfEQ/
- Tools: Claude, Claude Code, Higgsfield, Playwright | Techniques: MCP | Domains: 3D, branding, design, marketing, motion design, prompt engineering
- You can turn Claude Code into a full motion design team on @higgsfield.ai . Ads, UGC and 3D style content fully autom... — @jens.heitmann; uses Claude, Claude Code; demonstrates MCP.

## Comment “agent” to get my Claude code guides
- Creator: @chase.h.ai | Type: skill | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DXD7DaWtZrD
- Source: https://www.instagram.com/p/DXD7DaWtZrD/
- Tools: Claude, Claude Code | Techniques: AI agents, code generation | Domains: agents, software development, video production
- Comment “agent” to get my Claude code guides — @chase.h.ai; uses Claude, Claude Code; demonstrates AI agents.

## MOAR SKILLS. Comment "skills" and I'll send you my top 10 from that list.
- Creator: @tenfoldmarc | Type: resource | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXA2qSjDH8u
- Source: https://www.instagram.com/p/DXA2qSjDH8u/
- Domains: design
- MOAR SKILLS. Comment "skills" and I'll send you my top 10 from that list. — @tenfoldmarc.

## Ctrl+C vs kill -9 — why SIGINT can be ignored and SIGKILL can't
- Creator: @algobrief | Type: resource | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DVvyrHZlniT
- Source: https://www.instagram.com/p/DVvyrHZlniT/
- Techniques: signal handling | Domains: education, software development
- Ctrl+C sends SIGINT (signal 2) to the whole foreground process group, and programs like vim can catch or ignore it with a signal handler. For a guaranteed stop you escalate to SIGKILL (signal 9) with kill -9 <PID>, which no process can catch, block or ignore.

## A simple tweak in how you talk to AI can quietly change how much you pay...
- Creator: @theaipage | Type: news | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWwx2okgtt0
- Source: https://www.instagram.com/p/DWwx2okgtt0/
- Tools: Claude | Domains: prompt engineering
- A simple tweak in how you talk to AI can quietly change how much you pay for it. — @theaipage; uses Claude.

## For years looking for cheap flights was a matter of luck or spending hou...
- Creator: @stics.ai | Type: tool | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWz3aKKkpA6
- Source: https://www.instagram.com/p/DWz3aKKkpA6/
- Domains: agents
- For years looking for cheap flights was a matter of luck or spending hours comparing prices. Today, artificial intell... — @stics.ai.

## Powerful websites you should know (part 987) generate a complete product...
- Creator: @setupsai | Type: design | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DW1BfmDkrNZ
- Source: https://www.instagram.com/p/DW1BfmDkrNZ/
- Domains: design, prompt engineering
- Powerful websites you should know (part 987) generate a complete product design #productdesign #prototype #hardware — @setupsai.

## Someone finally put numbers to what developers have been feeling for weeks.
- Creator: @aiemerges | Type: tool | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DW6wPs2DQuK
- Source: https://www.instagram.com/p/DW6wPs2DQuK/
- Tools: Anthropic, Claude, Claude Code | Techniques: API integration, hooks/automation | Domains: open source
- Someone finally put numbers to what developers have been feeling for weeks. — @aiemerges; uses Anthropic, Claude, Claude Code; demonstrates API integration.

## Free super agent production team?
- Creator: @indibrief | Type: tool | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW9UxACjVEx
- Source: https://www.instagram.com/p/DW9UxACjVEx/
- Techniques: AI agents, automation | Domains: agents, video production
- Free super agent production team? — @indibrief; demonstrates AI agents.

## A new use case shows how AI agents are starting to play a role in real b...
- Creator: @metav3rse | Type: resource | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DXCeU0_gbsD
- Source: https://www.instagram.com/p/DXCeU0_gbsD/
- Domains: design, marketing
- A new use case shows how AI agents are starting to play a role in real business. — @metav3rse.

## Powerful websites you should know (part 962) generate a complete CAD mod...
- Creator: @setupsai | Type: technique | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DV0wil8gKqk
- Source: https://www.instagram.com/p/DV0wil8gKqk/
- Domains: design
- Powerful websites you should know (part 962) generate a complete CAD model with text #cad #3dmodel #3dmodelling — @setupsai.

## I just gave my Claude Code second brain a massive overhaul. Here are the...
- Creator: @jens.heitmann | Type: skill | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DXCu2p4EQe3
- Source: https://www.instagram.com/p/DXCu2p4EQe3/
- Tools: Claude, Claude Code, Obsidian | Domains: LLM
- I just gave my Claude Code second brain a massive overhaul. Here are the 3 systems you need to build one for yourself... — @jens.heitmann; uses Claude, Claude Code, Obsidian.

## Comment “AI Agent” for your FREE Claude Code ToolKit & the breakdown vid...
- Creator: @charlieautomates | Type: tool | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DW4OC7qDj_w
- Source: https://www.instagram.com/p/DW4OC7qDj_w/
- Tools: Claude, Claude Code, Obsidian, OpenAI | Techniques: AI agents, automation | Domains: agents, video production
- Comment “AI Agent” for your FREE Claude Code ToolKit & the breakdown video coming later today! — @charlieautomates; uses Claude, Claude Code; demonstrates AI agents, automation.

## I didn't see this coming....Milla Jovovich made a memory tool for AI.......
- Creator: @networkchuck | Type: tool | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DW1O6ZBEfDa
- Source: https://www.instagram.com/p/DW1O6ZBEfDa/
- Tools: Obsidian, Runway | Techniques: AI agents, MCP, RAG | Domains: agents
- I didn't see this coming....Milla Jovovich made a memory tool for AI.....yes... — @networkchuck; uses Runway.

## You’re probably running Claude Code out of your terminal right now. I wi...
- Creator: @jens.heitmann | Type: repo | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DWFxr3TEbUj
- Source: https://www.instagram.com/p/DWFxr3TEbUj/
- Tools: Claude, Claude Code, Cursor, Gemini
- You’re probably running Claude Code out of your terminal right now. I wish someone told me sooner why that’s holding ... — @jens.heitmann; uses Claude, Claude Code, Cursor.

## STOP scrolling if you use Claude! 🤯
- Creator: @imjonathanacuna | Type: skill | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW3_8bDjuNL
- Source: https://www.instagram.com/p/DW3_8bDjuNL/
- Tools: Claude | Techniques: workflow automation
- STOP scrolling if you use Claude! 🤯 — @imjonathanacuna; uses Claude; demonstrates workflow automation.

## Gold Quant Agent: AI-Powered Trading System Analyzing 6M Data Points
- Creator: @greymatter_ai | Type: skill | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DT-rdimDamA
- Source: https://www.instagram.com/p/DT-rdimDamA/
- Tools: Python | Techniques: AI agents, algorithmic trading | Domains: agents, finance/trading, open source
- Gold Quant Agent: AI-Powered Trading System Analyzing 6M Data Points — @greymatter_ai; demonstrates AI agents, algorithmic trading.

## Claude Code on OpenRouter — keep the harness, swap in cheaper models
- Creator: @nateherkai | Type: technique | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW6yhr6CHoP
- Source: https://www.instagram.com/p/DW6yhr6CHoP/
- Tools: Anthropic, Claude Code, OpenRouter | Techniques: AI agents, API base override, API integration, model routing | Domains: LLM, agents, open source, prompt engineering, software development
- When you hit Claude Code's usage limit, you can point it at OpenRouter instead of Anthropic: create an OpenRouter API key and apply a config that reroutes the API base. You keep the agent loop, skills and harness while running whichever model you pick, including free open-weight ones. The exact config is gated behind a comment-for-link.

## Anthropic silently shipped 3 more features in Claude Code last week whil...
- Creator: @jens.heitmann | Type: tool | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW43RJUkVp2
- Source: https://www.instagram.com/p/DW43RJUkVp2/
- Tools: Anthropic, Claude, Claude Code
- Anthropic silently shipped 3 more features in Claude Code last week while everyone is focused on the new model. Here ... — @jens.heitmann; uses Anthropic, Claude, Claude Code.

## #ai #claude #openclaw ##entrepreneurs #vibecoding
- Creator: @eddynthings | Type: resource | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW14cBQD6XA
- Source: https://www.instagram.com/p/DW14cBQD6XA/
- Tools: Claude | Techniques: API integration | Domains: open source
- #ai #claude #openclaw ##entrepreneurs #vibecoding — @eddynthings; uses Claude.

## Comment “agent” to get my Claude code guides
- Creator: @chase.h.ai | Type: skill | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DW19ezVx9km
- Source: https://www.instagram.com/p/DW19ezVx9km/
- Tools: Claude, Claude Code | Techniques: AI agents | Domains: LLM, agents, prompt engineering
- Comment “agent” to get my Claude code guides — @chase.h.ai; uses Claude, Claude Code; demonstrates AI agents.

## Everyone’s copying the same Obsidian template while I’m building THIS fo...
- Creator: @jesserurka | Type: resource | Tier: S | Collection: ai5
- Page: https://dejaviewed.dev/e/DWo1P-KDpMf
- Source: https://www.instagram.com/p/DWo1P-KDpMf/
- Tools: Claude, Obsidian | Techniques: AI agents | Domains: 3D, UI/UX, agents
- Everyone’s copying the same Obsidian template while I’m building THIS for clients 🧠 — @jesserurka; uses Claude, Obsidian.

## Claude Code auto-approve mode — control is reading the plan, not pressing Y
- Creator: @shellonback | Type: tool | Tier: A | Collection: ai5
- Page: https://dejaviewed.dev/e/DW2J0eUDKHM
- Source: https://www.instagram.com/p/DW2J0eUDKHM/
- Tools: Claude, Claude Code | Techniques: automation | Domains: prompt engineering
- CLAUDE CODE — @shellonback; uses Claude, Claude Code; demonstrates automation.

## Strait of Hormuz and AIS data — why shadow fleets break the news narrative
- Creator: @pdavisjones | Type: news | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DW0-HwlIHua
- Source: https://www.instagram.com/p/DW0-HwlIHua/
- Techniques: AIS tracking, ground-truthing | Domains: OSINT, agents, news
- Media reports of a closed Strait of Hormuz lean on AIS ship-tracking data, but shadow-fleet vessels go dark or spoof their positions. A research outfit sent an analyst by boat from Oman and found steady traffic, especially Chinese ships on alternate routes. The broader point: single data sources, and AI systems, collapse diversity of thought.

## comment “brain” I’ll send you the PDF guide #explore #claude
- Creator: @alex2learn | Type: skill | Tier: B | Collection: ai5
- Page: https://dejaviewed.dev/e/DWoxW7pjjkH
- Source: https://www.instagram.com/p/DWoxW7pjjkH/
- Tools: Anthropic, Claude, Obsidian | Domains: design, education, prompt engineering
- comment “brain” I’ll send you the PDF guide #explore #claude — @alex2learn; uses Claude.

## Its every where I turn. The people around me who make the most waves in ...
- Creator: @fakeplasticbrands | Type: art | Tier: B | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DXOGdN4DP2l
- Source: https://www.instagram.com/p/DXOGdN4DP2l/
- Domains: art | Medium: unknown
- Its every where I turn. The people around me who make the most waves in the water are also ready to pick up something... — @fakeplasticbrands.

## Claude Code source leak — npm debug bundle, mass forks and a Python rewrite
- Creator: @nataindata | Type: news | Tier: B | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DWlrC88Db2r
- Source: https://www.instagram.com/p/DWlrC88Db2r/
- Tools: Claude Code, GitHub, Python, npm | Techniques: source map leakage | Domains: art, gaming, music, news, open source, security, software development | Medium: unknown
- A retelling of the Claude Code leak: a ~60 MB debug/source file shipped inside an npm update, was spotted within minutes, forked tens of thousands of times despite DMCA takedowns, rewritten in Python by a heavy-user developer in hours (a record-fast star count) and mirrored to a decentralized host. Irony noted: the leak included an 'undercover mode' meant to stop Claude leaking internals.

## Introducing the open source, right-to-repair 2D printer! Refillable ink ...
- Creator: @chiefgyk3d | Type: art | Tier: B | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DWoqXl5DSjl
- Source: https://www.instagram.com/p/DWoqXl5DSjl/
- Domains: 3D, art, open source | Medium: drawing
- Introducing the open source, right-to-repair 2D printer! Refillable ink or HP cartridges, wall mountable, fully maint... — @chiefgyk3d.

## Animated UI component library site — copy-paste timers, buttons and effects
- Creator: @setupsai | Type: resource | Tier: C | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DXHHJQ6kgic
- Source: https://www.instagram.com/p/DXHHJQ6kgic/
- Techniques: animated UI components | Domains: UI/UX, animation, art, design | Medium: motion
- A 'powerful websites' clip showing an unnamed site of animated UI components (timers, buttons, animations) with instantly copyable code and no login. The site isn't named in caption or transcript.

## John Cleese on extremism — why having enemies feels so good (1987)
- Creator: @veiled.jpg | Type: inspiration | Tier: B | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DW9OgzCFcGY
- Source: https://www.instagram.com/p/DW9OgzCFcGY/
- Domains: art, education | Medium: unknown
- Cleese's 1987 satirical monologue: extremism's appeal is that it supplies a ready-made list of enemies so you can project all badness outward — and both hard left and hard right lists end with 'moderates'. A sharp, quotable case for nuance and critical thinking.

## Hans Zimmer is one of the most important film composers of our time, kno...
- Creator: @top.music.songs | Type: art | Tier: B | Collection: art-inspiration
- Page: https://dejaviewed.dev/e/DW6NtbNCD9T
- Source: https://www.instagram.com/p/DW6NtbNCD9T/
- Domains: art, design, music, video production | Medium: unknown
- Hans Zimmer is one of the most important film composers of our time, known for movies like The Lion King, Gladiator, ... — @top.music.songs.

## Daniel de Bruin's LEDs in motor oil — light art from used-oil gradients
- Creator: @daniel_de_bruin | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DVW9iXtiIty
- Source: https://www.instagram.com/p/DVW9iXtiIty/
- Techniques: light diffusion through liquid | Domains: art, hardware | Medium: oil
- Light work from Daniel de Bruin (2019): LEDs submerged in used motor oil, which filters the light into a rich color gradient. He built three versions, but the oil degrades everything it touches, so the piece did not last and he has not found a substitute.

## Made this by accident. Really fun vibes made in Mix Universe #musicgames...
- Creator: @chriszukowski | Type: inspiration | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DScmnJ2AX7y
- Source: https://www.instagram.com/p/DScmnJ2AX7y/
- Domains: art, gaming, music | Medium: unknown
- Made this by accident. Really fun vibes made in Mix Universe #musicgames #gaming #music — @chriszukowski.

## Turing patterns in Photoshop — repeated blur and sharpen as reaction-diffusion
- Creator: @elfisicobarbudo | Type: technique | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DUVTsrqjGwt
- Source: https://www.instagram.com/p/DUVTsrqjGwt/
- Tools: Imagen, Photoshop | Techniques: iterative blur-sharpen, reaction-diffusion | Domains: art, creative coding, design | Medium: unknown
- Blur an image, sharpen it, and repeat many times in Photoshop, and you get leopard-spot and zebra-stripe textures. Blur plays Alan Turing's inhibitor (spreading information) while sharpen plays the activator (boosting local contrast), a digital reaction-diffusion system. Blur and sharpen radii set the scale and type of pattern. Spanish-language reel.

## Bas-relief panel detailing — handmade sculptural wall art in progress
- Creator: @barelef_spb | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DUFM3hoCFBQ
- Source: https://www.instagram.com/p/DUFM3hoCFBQ/
- Techniques: bas-relief sculpting | Domains: art, design, open source | Medium: drawing
- Silent process clip from a St. Petersburg bas-relief studio refining details on a sculpted wall picture for interior design. Visual reference only; no technique narration.

## Escher's Print Gallery — 3Blue1Brown on the complex-analysis loop at its center
- Creator: @3blue1brown | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DWMknwOEf8d
- Source: https://www.instagram.com/p/DWMknwOEf8d/
- Techniques: Droste effect, conformal mapping | Domains: art, creative coding, education, video production | Medium: print
- 3Blue1Brown's 45-minute visual deep dive on M.C. Escher's 1956 lithograph Print Gallery, building on de Smit and Lenstra's 2003 analysis that reveals the self-similar conformal loop and answers what belongs in the picture's blank center.

## Discover origami bag design concept designed for creative lifestyle in J...
- Creator: @ujual | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DU8nGHIjc0q
- Source: https://www.instagram.com/p/DU8nGHIjc0q/
- Domains: art, design | Medium: unknown
- Discover origami bag design concept designed for creative lifestyle in Japan cafes — @ujual.

## Samurai Jack color design — the 60:30:10 rule in wide landscape shots
- Creator: @cinemahow | Type: design | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DVJsYVMCO2p
- Source: https://www.instagram.com/p/DVJsYVMCO2p/
- Techniques: 60:30:10 color rule, visual storytelling | Domains: animation, art, design | Medium: motion
- Breakdown of how Genndy Tartakovsky's Samurai Jack tells story through visuals, applying the 60:30:10 color rule (dominant, secondary, accent) to vast landscape wides that convey the scale of Jack's journey. Drawn from traditional art rather than cartoon convention.

## The boy in the video is testing the 3D cube's response to different soun...
- Creator: @alstongu.aoshowled | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DVisXBHEgl7
- Source: https://www.instagram.com/p/DVisXBHEgl7/
- Domains: 3D, art, video production | Medium: unknown
- The boy in the video is testing the 3D cube's response to different sounds. By emitting different sounds, the 3D cube... — @alstongu.aoshowled.

## Daniel de Bruin mirror systems — kinetic mechanical sculpture test
- Creator: @daniel_de_bruin | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DVHg68JiC4b
- Source: https://www.instagram.com/p/DVHg68JiC4b/
- Techniques: kinetic sculpture | Domains: art, hardware | Medium: unknown
- Silent test footage of new mirror mechanisms from engineer-artist Daniel de Bruin (with Heleen Blanken) — a kinetic, mechanically driven light/mirror art piece. Inspiration reference without build detail.

## Zdzisław Beksiński — the nightmare painter who called his work optimistic
- Creator: @microdoseofart | Type: art | Tier: S | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DQe7FCzD01Q
- Source: https://www.instagram.com/p/DQe7FCzD01Q/
- Techniques: dystopian surrealism | Domains: architecture, art, music | Medium: unknown
- A compact biography of Polish surrealist Beksiński: architect turned self-taught sculptor and painter, 'photographing dreams' in untitled Silent Hill-meets-Hellraiser landscapes, painting 14-hour standing sessions to loud music, and a life that tragically came to mirror his canvases. Useful context for dark surrealism and dystopian landscape art.

## Ink and pencil layering — iterative line-drawing loop with eraser passes
- Creator: @maargriitt | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DRIAVfdDcG6
- Source: https://www.instagram.com/p/DRIAVfdDcG6/
- Tools: Faber-Castell, Sennelier | Techniques: ink layering, pencil underdrawing | Domains: art | Medium: drawing
- A process clip of an ink drawing built through repeated pencil-plan, ink, erase cycles using Sennelier ink and Faber-Castell pencils. The caption's rhythm ('ink—pencil—eraser—…mistake—eraser') is the real lesson: drawing as patient iteration.

## Chris Wood light art — shifting glow from dichroic glass in motion
- Creator: @chriswoodlight | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DKe_xnsitis
- Source: https://www.instagram.com/p/DKe_xnsitis/
- Domains: art | Medium: motion
- A silent loop of shifting colored light and endless motion from light artist Chris Wood. Mood/visual reference without process detail.

## Waterproof shower notes — capturing ideas that actually become projects
- Creator: @the.well.tarot | Type: technique | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DOSBEmJD5nw
- Source: https://www.instagram.com/p/DOSBEmJD5nw/
- Tools: waterproof sticky notes | Techniques: idea capture, snap-fit tabs | Domains: 3D, art, design, hardware, productivity, reference | Medium: unknown
- A maker shows a shower wall covered in waterproof Post-it sketches and argues shower-captured ideas convert to real projects more often than notebook ideas — including procedurally generated brackets and a glueless snap-tab 3D-printed connector for recycled cardboard. Messy, but a real creative-capture habit with receipts.

## Post by coloroutofplace
- Creator: @coloroutofplace | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DNa8ROvRRk9
- Source: https://www.instagram.com/p/DNa8ROvRRk9/
- Domains: art | Medium: unknown
- Color and texture work by @coloroutofplace — abstract compositions exploring light, palette, and organic form.

## Wu Tianqing's ink brush in Blender — stylized sumi-e strokes in 3D
- Creator: @a_iwaac | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DNIYfXvsrTe
- Source: https://www.instagram.com/p/DNIYfXvsrTe/
- Tools: Blender | Techniques: non-photorealistic rendering | Domains: 3D, art | Medium: 3d
- A showcase clip of an ink-brush effect built in Blender by @wutianqing_, rendering 3D strokes that look like Chinese brush calligraphy. No breakdown is given, so it is a target look to reverse-engineer rather than a tutorial.

## It's not often we get to see detached solar prominences, certainly not o...
- Creator: @simon2940 | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DNMtaWbRuQ9
- Source: https://www.instagram.com/p/DNMtaWbRuQ9/
- Domains: art | Medium: unknown
- It's not often we get to see detached solar prominences, certainly not ones that sustain for this long. This time lap... — @simon2940.

## Blender painterly brush-stroke add-on — 3D animation that looks hand-painted
- Creator: @a_iwaac | Type: tool | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DM2LxXktdWE
- Source: https://www.instagram.com/p/DM2LxXktdWE/
- Tools: Blender | Techniques: non-photorealistic rendering | Domains: 3D, animation, art | Medium: 3d
- Silent showcase of painterly 'art strokes' rendered in Blender using an add-on by @tim.dub.cg, giving 3D animation a brush-stroke, hand-painted look. The add-on isn't named beyond its creator's handle.

## Handheld hyperlapse of New York — in-camera transitions, After Effects edit
- Creator: @timelapseworlds | Type: technique | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DJmnBLXicl1
- Source: https://www.instagram.com/p/DJmnBLXicl1/
- Tools: After Effects | Techniques: handheld hyperlapse, in-camera transitions | Domains: art, photography, video production | Medium: unknown
- A New York hyperlapse built from thousands of handheld stills (shoot, step, shoot) over days of 15–25k steps, with every transition planned and executed while shooting, then assembled in After Effects.

## The Earth has a pulse - and satellites help us see it.
- Creator: @marshmissions | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DKGaTq5gBZ2
- Source: https://www.instagram.com/p/DKGaTq5gBZ2/
- Domains: art | Medium: unknown
- The Earth has a pulse - and satellites help us see it. — @space.for.earth.

## @reubenmargolin builds his hypnotic kinetic sculptures with creative and...
- Creator: @avant.arte | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DEXGqLdqvPN
- Source: https://www.instagram.com/p/DEXGqLdqvPN/
- Domains: art | Medium: unknown
- @reubenmargolin builds his hypnotic kinetic sculptures with creative and intricate mechanics. — @avant.arte.

## 3 years of Stratacut: Some of my favorite projects and experiments durin...
- Creator: @ellard_devane | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DESXhHhx5KW
- Source: https://www.instagram.com/p/DESXhHhx5KW/
- Domains: art | Medium: motion
- 3 years of Stratacut: Some of my favorite projects and experiments during these last few years of learning the artform. — @ellard_devane.

## Medusa digital drawing — colorblind challenge on a sick day
- Creator: @daransart | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/DEEgrgXs7jK
- Source: https://www.instagram.com/p/DEEgrgXs7jK/
- Domains: art | Medium: unknown
- A silent digital-drawing clip of a Medusa piece made for a colorblind drawing challenge. Light inspiration; no process narration.

## Meet artist Nick Bultman, the painter pioneering velocity painting. He c...
- Creator: @artists.pages.daily | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C_yPZYQsSQX
- Source: https://www.instagram.com/p/C_yPZYQsSQX/
- Domains: art | Medium: unknown
- Meet artist Nick Bultman, the painter pioneering velocity painting. He coined technique over the past 3 years. — @artists.pages.daily.

## Tricktronix light sculpture — festival-scale interactive light art
- Creator: @kyliemareeloves | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C7BPOIOLOK_
- Source: https://www.instagram.com/p/C7BPOIOLOK_/
- Domains: art | Medium: unknown
- A repost of an interactive light sculpture by @tricktronix_ shown at festival scale, Burning Man style. Mood reference only; there is no build detail or technique breakdown.

## Annie Wang's project, "Mother as a Creator," redefines motherhood by sho...
- Creator: @myreddreams | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C4YqitSOn48
- Source: https://www.instagram.com/p/C4YqitSOn48/
- Domains: art | Medium: unknown
- Annie Wang's project, "Mother as a Creator," redefines motherhood by showcasing it as a wellspring of creativity and ... — @myreddreams.

## UPDATE: Adapter available in small batches starting October 2024 from @o...
- Creator: @tobywilkins | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C4Tb2_EJ9IF
- Source: https://www.instagram.com/p/C4Tb2_EJ9IF/
- Domains: art, video production | Medium: unknown
- UPDATE: Adapter available in small batches starting October 2024 from @obscuraflex — @tobywilkins.

## The WIJI Is it difficult sculpture to balance properly because of its el...
- Creator: @jefferylaudenslager1 | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C31ZY9KpzJu
- Source: https://www.instagram.com/p/C31ZY9KpzJu/
- Domains: art | Medium: sculpture
- The WIJI Is it difficult sculpture to balance properly because of its electrical curving elements. Daniel and I spent... — @jefferylaudenslager1.

## Gumoil printing is an alternative photographic process that uses dichrom...
- Creator: @giovannaphotography | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C3fOQmESnpo
- Source: https://www.instagram.com/p/C3fOQmESnpo/
- Domains: art | Medium: unknown
- Gumoil printing is an alternative photographic process that uses dichromated gum Arabic crystals as the light-sensiti... — @giovannaphotography.

## CNC wheel machining clip — rotary metal cutting in motion
- Creator: @md_faeem_salmani | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C2xCuYRvD2b
- Source: https://www.instagram.com/p/C2xCuYRvD2b/
- Techniques: CNC machining | Domains: art, hardware | Medium: unknown
- A short, unnarrated clip of a CNC machine cutting a wheel, captioned only with hashtags. Satisfying machining footage, not a how-to.

## Pendulum drawing machine — harmonograph kinetic sculpture with a rocking table
- Creator: @madsencycles | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C3dFjq4LbiP
- Source: https://www.instagram.com/p/C3dFjq4LbiP/
- Techniques: coupled pendulums, harmonograph | Domains: art, creative coding, hardware | Medium: unknown
- A welded kinetic drawing machine (harmonograph) with four pendulums: two drive the pen in X and Y, and two more rock and rotate the drawing table to add chaos to the patterns. Shown mid-build ahead of an art show.

## Animatronic eye sculpture — hexagonal plate with moving eyes and macramé mandala
- Creator: @miselyum.art | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C3X9J-wCQps
- Source: https://www.instagram.com/p/C3X9J-wCQps/
- Techniques: animatronics | Domains: art, design, robotics | Medium: sculpture
- A stage-design art piece: a grey hexagonal plate of moving animatronic eyes framed by a macramé mandala, conceived as a bridge between people and a moon deity. Built for an event production; silent showcase.

## Quick content test today on a 5 Digital Sphere
- Creator: @screensolutionsinternational | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C22811svNVg
- Source: https://www.instagram.com/p/C22811svNVg/
- Domains: art | Medium: unknown
- Quick content test today on a 5 Digital Sphere — @screensolutionsinternational.

## Oil glazing with Galkyd Lite and Gamsol — thin transparent color layers
- Creator: @brendan.ocallaghan.artpage | Type: technique | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C2Z1qolLis1
- Source: https://www.instagram.com/p/C2Z1qolLis1/
- Tools: Galkyd Lite, Gamsol | Techniques: oil glazing | Domains: art | Medium: unknown
- A three-step oil glaze: once the painting is fully dry, mix your color with Galkyd Lite and Gamsol to a thin, transparent consistency (more Gamsol for thinner), then brush it over the target area.

## Art out of straws by Sangsik Hong #strawart #contemporaryart #reliefscul...
- Creator: @theartrevival_ | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C1I9CTTrnyt
- Source: https://www.instagram.com/p/C1I9CTTrnyt/
- Domains: art | Medium: unknown
- Art out of straws by Sangsik Hong #strawart #contemporaryart #reliefsculpture @sangsikhong — @theartrevival_.

## Brushstroke tattoo — 3D paint-stroke style in blue
- Creator: @tattoo_a_piece | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0yyH6Dvdju
- Source: https://www.instagram.com/p/C0yyH6Dvdju/
- Techniques: brushstroke tattoo style | Domains: art | Medium: unknown
- A tattoo shop reel of a 3D 'paint stroke' tattoo rendered in blue, mimicking thick brushstrokes on skin. Visual reference only.

## This beautiful Dreamscape as well as 24 other Original Oil Paintings wil...
- Creator: @artistsarahmckendry | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0bNBjfOIsv
- Source: https://www.instagram.com/p/C0bNBjfOIsv/
- Domains: art | Medium: oil
- This beautiful Dreamscape as well as 24 other Original Oil Paintings will be part of my Final Collection of the year ... — @artistsarahmckendry.

## David Ambarzumjan print signing — limited-edition art print shop reopening
- Creator: @david_art | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CsOuq74oGCU
- Source: https://www.instagram.com/p/CsOuq74oGCU/
- Domains: art | Medium: print
- A silent clip of the artist signing limited-edition prints ahead of reopening his print shop. Mostly promotional; minimal content beyond the satisfying process.

## Visual interactive drumming — DIY audio-reactive light instrument
- Creator: @twentytwohalo | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0DQdzdsOAv
- Source: https://www.instagram.com/p/C0DQdzdsOAv/
- Techniques: audio-reactive visuals | Domains: art, creative coding, music | Medium: unknown
- A new-media piece by twentytwohalo where drum hits trigger synchronized light visuals — a DIY audiovisual instrument at the creative-coding/light-art intersection. Silent clip, no build details.

## Hamlet, played by Benedict Cumberbatch, here accuses his old friend, Gui...
- Creator: @coffee_with_keats | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0O37xmPToY
- Source: https://www.instagram.com/p/C0O37xmPToY/
- Domains: art, music | Medium: unknown
- Hamlet, played by Benedict Cumberbatch, here accuses his old friend, Guildenstern, of deception and betrayal. — @coffee_with_keats.

## Success is not just about financial wealth, but the wealth of knowledge,...
- Creator: @the.wealth.speech | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0PgjIItZ4Q
- Source: https://www.instagram.com/p/C0PgjIItZ4Q/
- Domains: art | Medium: unknown
- Success is not just about financial wealth, but the wealth of knowledge, experience, and determination that propels u... — @the.wealth.speech.

## Glass Sandwichs by Dustin Yellin @dustinyellin #contemporaryart #artrevi...
- Creator: @theartrevival_ | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0aOvR9vqHy
- Source: https://www.instagram.com/p/C0aOvR9vqHy/
- Domains: 3D, art | Medium: collage
- Glass Sandwichs by Dustin Yellin @dustinyellin #contemporaryart #artreview #collage #glassart — @theartrevival_.

## Finishing the last few pyramids and installing solar lanterns. Visit "Se...
- Creator: @jimdenevan | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/C0Pm_4HybY7
- Source: https://www.instagram.com/p/C0Pm_4HybY7/
- Domains: art | Medium: unknown
- Finishing the last few pyramids and installing solar lanterns. Visit "Self Similar" 4-11PM through January 30th. @pub... — @jimdenevan.

## Nihonga with silver leaf — Japanese painting reveal 'like magic'
- Creator: @_erika_abe | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CzTMASWv_c7
- Source: https://www.instagram.com/p/CzTMASWv_c7/
- Techniques: metal leaf gilding, nihonga | Domains: art | Medium: unknown
- A silent reveal of a contemporary Japanese painting (nihonga) using mineral pigments and silver leaf, with the surface shifting under light. Visual reference for metallic-leaf techniques.

## Kim Rose blood-and-poison NFTs — artworks that age, die and are reborn
- Creator: @kim.rose.art | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CyoUtj9PtQN
- Source: https://www.instagram.com/p/CyoUtj9PtQN/
- Techniques: time-based programmable art | Domains: art, crypto | Medium: unknown
- Kim Rose made animated works from a mix of her own blood and poison; the NFTs are programmed to slow and darken over 100 years, die, glow gold for nine months, then be reborn. Shown at a solo show in New York.

## Micah Ofstedahl work-in-progress — untitled clip with no visible subject
- Creator: @micahofstedahl | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CzWiXY2PCrr
- Source: https://www.instagram.com/p/CzWiXY2PCrr/
- Domains: art | Medium: unknown
- An unnarrated work-in-progress clip captioned "Getting close!" with no description, tool or subject named anywhere in the post.

## Magenta Haze by Nick Hernandez — artwork featured by Avant Arte
- Creator: @avant.arte | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CzbKsGeKK5u
- Source: https://www.instagram.com/p/CzbKsGeKK5u/
- Domains: art | Medium: unknown
- Avant Arte's repost of "Magenta Haze" by Nick Hernandez (@nickhartist). Visual reference only; the post shows no medium details or process.

## Felipe Pantone in Shanghai — 'Diagonal Reading, Stroboscopic Attention' install
- Creator: @felipepantone | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CzIl13NrJbT
- Source: https://www.instagram.com/p/CzIl13NrJbT/
- Techniques: gradient design, optical art | Domains: art, design | Medium: unknown
- Installation footage of Felipe Pantone's solo show 'Diagonal Reading, Stroboscopic Attention, yet, Profound Oneness' at Gallery All, Shanghai (Nov 2023) — his signature gradient, optical, kinetic works.

## Large three-panel abstract pour — commissioned landscape triptych
- Creator: @blackstockpaint | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CyY34gNvygK
- Source: https://www.instagram.com/p/CyY34gNvygK/
- Techniques: acrylic pouring | Domains: art | Medium: unknown
- A throwback reel of a three-panel abstract landscape commission made with pouring medium and heavy paint. Silent; limited process insight.

## Pete Mauney 'folded time' — real-time Newark and LaGuardia air-traffic video
- Creator: @pete_mauney | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CzGot7jCjDN
- Source: https://www.instagram.com/p/CzGot7jCjDN/
- Techniques: long-take observational video | Domains: art, video production | Medium: unknown
- Photographer Pete Mauney's video experiment over the New Jersey Turnpike: aircraft departing Newark and lining up for LaGuardia, all moving in real time, framed to feel like time folded. A study in finding new ways to look at an old subject.

## Unconventional painting tools — sticks, glue, rocks and ink
- Creator: @alishataweel.art | Type: technique | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cyy0Zl8PHct
- Source: https://www.instagram.com/p/Cyy0Zl8PHct/
- Techniques: experimental mark making, watercolor resist | Domains: art | Medium: drawing
- Alisha Taweel's case for painting with non-brush tools (a stick, glue, a rock and some ink) to discover watercolor textures and marks you'd never find otherwise.

## Painting process using ultra matte acrylic with fluorescent magenta on t...
- Creator: @nickhartist | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cyn9z_er8Te
- Source: https://www.instagram.com/p/Cyn9z_er8Te/
- Domains: art | Medium: acrylic
- Painting process using ultra matte acrylic with fluorescent magenta on top of sculpted plaster and resin. — @nickhartist.

## Not every day is sunshine and rainbows! Got stuck in the mud. Twisted my...
- Creator: @ian_ruhter | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CygtNyWvVzI
- Source: https://www.instagram.com/p/CygtNyWvVzI/
- Domains: art, photography | Medium: unknown
- Not every day is sunshine and rainbows! Got stuck in the mud. Twisted my knee and my camera broke. But somehow manage... — @ian_ruhter.

## Bringing a few different techniques together in this one, and might be o...
- Creator: @dustindsmith.art | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CyLomw1r8ZO
- Source: https://www.instagram.com/p/CyLomw1r8ZO/
- Domains: 3D, art | Medium: watercolor
- Bringing a few different techniques together in this one, and might be on to something. — @dustindsmith.art.

## Salvador Dalí on hypnagogic images — 1971 Dick Cavett interview
- Creator: @artrkl_mag | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CyRQl12u3lv
- Source: https://www.instagram.com/p/CyRQl12u3lv/
- Techniques: hypnagogic image capture | Domains: art, education | Medium: unknown
- Dalí explains to Dick Cavett that his paintings aren't dreams but hypnagogic images — vivid images in the 10–15 minutes before sleep that he 'catches' and paints photographically, with no message or explanation.

## Kintsugi sake-bottle repair — urushi lacquer joins, gold powder finish
- Creator: @saca_kintsugi | Type: technique | Tier: S | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cwmjyr_v_Ne
- Source: https://www.instagram.com/p/Cwmjyr_v_Ne/
- Tools: keshifun gold powder, urushi lacquer | Techniques: hon-kintsugi, mugi-urushi bonding | Domains: art, design | Medium: unknown
- A traditional hon-kintsugi repair of a broken tokkuri (sake flask): crack-stopping and interior repairs are finished first because the narrow neck blocks later access, then shards are glued with mugi-urushi, squeeze-out is trimmed with a design knife, and seams are finished in keshifun gold powder.

## Been witnessing this concept everywhere I go. #japan #japantravels #ma
- Creator: @damileearch | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cw8A4nFvy7I
- Source: https://www.instagram.com/p/Cw8A4nFvy7I/
- Domains: architecture, art | Medium: unknown
- Been witnessing this concept everywhere I go. #japan #japantravels #ma — @damileearch.

## I Lost Myself to Find You — charcoal artwork clip by @mad.charcoal
- Creator: @mad.charcoal | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CxWPl6UyrVg
- Source: https://www.instagram.com/p/CxWPl6UyrVg/
- Domains: art | Medium: unknown
- An unnarrated clip from charcoal artist @mad.charcoal titled "I lost myself to find you". The post gives no process, medium notes or breakdown, so it works as mood reference only.

## This has been in my head for a long time. We finally managed to bring it...
- Creator: @felipepantone | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CxLCGOZoJgN
- Source: https://www.instagram.com/p/CxLCGOZoJgN/
- Domains: art | Medium: unknown
- This has been in my head for a long time. We finally managed to bring it to life! Great work, my TEAM and @at4_grupo — @felipepantone.

## Blue Star — minimal geometric blue artwork for mood reference
- Creator: @tola.art | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CvSEQAft0zm
- Source: https://www.instagram.com/p/CvSEQAft0zm/
- Domains: art | Medium: unknown
- A minimal reel titled 'Blue Star' by tola.art with no description or narration; a geometric blue piece for visual reference.

## Johannes Langkamp — kinetic sculpture artist worth following
- Creator: @nicokokartinspiration | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cw2bGHmo-1a
- Source: https://www.instagram.com/p/Cw2bGHmo-1a/
- Techniques: kinetic sculpture | Domains: art | Medium: unknown
- A repost of kinetic sculpture by German/Dutch artist Johannes Langkamp (b. 1985, @johannes_langkamp). No narration or process notes, so it is a pointer to an artist worth following for kinetic art rather than a how-to.

## We also created a GUIDE for chlorophyll printing: Link in Bio for both
- Creator: @alternativeprocesses | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CucXGSLIJvx
- Source: https://www.instagram.com/p/CucXGSLIJvx/
- Domains: art | Medium: unknown
- We also created a GUIDE for chlorophyll printing: Link in Bio for both — @alternativeprocesses.

## Sometimes I forget what I shot and decided to soup it. That happened wit...
- Creator: @alisonphatch | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwWDXs4g1nX
- Source: https://www.instagram.com/p/CwWDXs4g1nX/
- Domains: art | Medium: unknown
- Sometimes I forget what I shot and decided to soup it. That happened with this roll. Salt, apple cider vinegar, flowe... — @alisonphatch.

## Remembering how Lumi Shala was created fills us with appreciation for ev...
- Creator: @ibukubali | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cwh4LdISeCQ
- Source: https://www.instagram.com/p/Cwh4LdISeCQ/
- Domains: art | Medium: unknown
- Remembering how Lumi Shala was created fills us with appreciation for everyone involved. — @ibukubali.

## James Stevens Curl on ornament — why art looks bolted onto modernist buildings
- Creator: @caveofapelles | Type: inspiration | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwaBZ2eMK2O
- Source: https://www.instagram.com/p/CwaBZ2eMK2O/
- Domains: architecture, art, design | Medium: unknown
- Architectural historian James Stevens Curl argues sculpture and decoration were integral to architecture from Greece through Gothic, Renaissance, Rundbogenstil and Egyptian Revival, until modernism removed ornament entirely — so art now feels bolted on as an afterthought.

## Enchanted lamps — painting-style lamp product promo
- Creator: @enchantedlamps_co | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwLfmN9rF_d
- Source: https://www.instagram.com/p/CwLfmN9rF_d/
- Domains: art, design | Medium: unknown
- A meme-format promo for a shop selling painting-like lamps for a 'perfect study room'. No subject beyond the product pitch.

## Underwater cenote photography — 83 dives of reference-driven reshoots
- Creator: @josiahwg | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwTZdVSriOF
- Source: https://www.instagram.com/p/CwTZdVSriOF/
- Techniques: reference-based reshooting | Domains: art | Medium: unknown
- Josiah WG shows his process for an underwater photo book: scouting Yucatán cenotes on a road trip, then using those early shots as reference to reshoot scenes across 83 dives with better site knowledge and a clearer overarching theme. Includes a gear-shop shout-out.

## Al Bahar Towers — sun-tracking origami façade that halves cooling load
- Creator: @archademy.ai | Type: design | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwNnre_Ih9l
- Source: https://www.instagram.com/p/CwNnre_Ih9l/
- Techniques: biomimicry, kinetic façade, parametric shading | Domains: architecture, art, design | Medium: unknown
- Aedas Architects' 2008 Abu Dhabi towers wrap the glass in computer-controlled umbrella-like screens modeled on the mashrabiya lattice and on biomimicry (pupils, flowers). The panels unfold with the sun, cutting glare and glass heat and reportedly halving air-conditioning demand.

## Frei Otto — lightweight tensile structures found from soap bubbles
- Creator: @parametric.architecture | Type: resource | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CwNkyKyIVMW
- Source: https://www.instagram.com/p/CwNkyKyIVMW/
- Techniques: form finding, physical modeling, tensile membrane structures | Domains: architecture, art, design | Medium: unknown
- Profile of German architect-engineer Frei Otto (1925-2015), Pritzker 2015 winner and founder of Stuttgart's Institute for Lightweight Structures. He form-found membrane and cable-net roofs from soap films, bird skulls and spider webs; works include the 1972 Munich Olympic Stadium and the 1967 Montreal Expo pavilion.

## Spray paint bubble trick — dot, ring, cutout and white highlight
- Creator: @kinghutip | Type: skill | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CvgeuW2PlkU
- Source: https://www.instagram.com/p/CvgeuW2PlkU/
- Techniques: highlighting, spray paint masking | Domains: art | Medium: unknown
- A street spray-paint artist shows a quick bubble: spray a dot, spray a ring around it, mask a small circle in the middle, then add a touch of white for the highlight. A fast, repeatable trick for spray-paint and airbrush pieces.

## India ink wood staining — instant black picture frames without fumes
- Creator: @stjame | Type: technique | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CvF_He_gUXS
- Source: https://www.instagram.com/p/CvF_He_gUXS/
- Tools: Speedball India ink | Techniques: ink staining | Domains: art, design | Medium: drawing
- An artist stains raw wood picture frames with India ink (Speedball) to get the thin black-metal-frame look. It dries almost instantly and, unlike stain, doesn't smell.

## Bubble cymatics — speaker-driven soap film patterns (with pseudoscience)
- Creator: @vibra.genix | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CvsDXJbJh6O
- Source: https://www.instagram.com/p/CvsDXJbJh6O/
- Techniques: cymatics | Domains: 3D, art, audio | Medium: unknown
- A soap bubble mounted on a speaker under a ring light shows standing-wave cymatic patterns as frequencies change. The visual is real and easy to reproduce; the account wraps it in rife-frequency and '4D shape' healing claims you should ignore.

## A diagram that encapsulates much of my thesis and my thinking around too...
- Creator: @minds_and_machines | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cs2gKRDuts7
- Source: https://www.instagram.com/p/Cs2gKRDuts7/
- Domains: art | Medium: unknown
- A diagram that encapsulates much of my thesis and my thinking around tools that enable this process. — @minds_and_machines.

## Victoriano 'Jumpman' — 29-frame hand-painted animated graffiti mural
- Creator: @victoriano_tx | Type: art | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CuhWvfkoO29
- Source: https://www.instagram.com/p/CuhWvfkoO29/
- Tools: Runway | Techniques: frame-by-frame painting, stop-motion | Domains: animation, art | Medium: mural
- Graffiti artist Victoriano spray-painted 29 sequential frames of a Michael Jordan dunk over a few days in the studio and shot them as a stop-motion loop. A clean example of 'motion graffiti': each frame is a full mural, the animation is the edit.

## 3D cymatic pattern — cross-sectioned in 3D software to form an image
- Creator: @themontaukaffect | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CuZnGxZOcXK
- Source: https://www.instagram.com/p/CuZnGxZOcXK/
- Techniques: cymatics | Domains: 3D, art, audio, design | Medium: unknown
- Reposted TikTok on cymatics (petri dish on a speaker under light) claiming someone built a 3D cymatic form in 3D software and colored cross-sections into an image. Mostly 'code of reality' mysticism with little explained technique.

## Indonesian rumah adat sketches — black-and-white ink house studies
- Creator: @riaridwana | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CuBzsUgukGR
- Source: https://www.instagram.com/p/CuBzsUgukGR/
- Techniques: architectural sketching | Domains: architecture, art | Medium: drawing
- A sketchbook series of traditional Indonesian vernacular houses (rumah adat) in black ink. Good reference for architectural sketching of roof forms and line weight.

## Tien Dao drawings — reposted showcase of a standout illustrator
- Creator: @mathieunozieres | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CtJ9RAqI12Q
- Source: https://www.instagram.com/p/CtJ9RAqI12Q/
- Domains: art | Medium: unknown
- A repost spotlighting drawing work by @tiendao06 with no process or commentary. Worth following the original artist; the post itself has no technique content.

## Thomas, West Virginia — 'A Walk from Moon Pool to Front Street'
- Creator: @jrbrubaker | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CJeSaUHlW6u
- Source: https://www.instagram.com/p/CJeSaUHlW6u/
- Domains: art | Medium: unknown
- A single image by J.R. Brubaker titled 'A Walk from Moon Pool to Front Street', Thomas, WV, dated 12/29/20. No medium or process given; mood reference only.

## Jenny Vyas 'REPOSE' — Women's History Month mural at Soho House Chicago
- Creator: @jennyvyas | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CqIrqizgSNI
- Source: https://www.instagram.com/p/CqIrqizgSNI/
- Techniques: mural painting | Domains: art | Medium: mural
- Muralist Jenny Vyas painted 'REPOSE' on the corners of Soho House Chicago with Artist Replete, invited by Threadless and Careful. Reference for large-scale figurative mural work in a commercial setting.

## Journal Reel! Worked in this over the last few months when we weren't do...
- Creator: @deadleadcuriosities | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cqa0QaCL8Wz
- Source: https://www.instagram.com/p/Cqa0QaCL8Wz/
- Domains: architecture, art, prompt engineering | Medium: watercolor
- Journal Reel! Worked in this over the last few months when we weren't doing a larger project. I love to have a smalle... — @deadleadcuriosities.

## On part 3 of Recreating Cool Art, I try an ancient Japanese art form cal...
- Creator: @connorcreates | Type: inspiration | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CpVxiZtAhXs
- Source: https://www.instagram.com/p/CpVxiZtAhXs/
- Domains: art | Medium: drawing
- On part 3 of Recreating Cool Art, I try an ancient Japanese art form called Suminagashi. Which translates to "floatin... — @connorcreates.

## Thinking, doing, being — motivational take on mastery through repetition
- Creator: @rinskedouna | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CoXMpDaItV8
- Source: https://www.instagram.com/p/CoXMpDaItV8/
- Techniques: deliberate repetition | Domains: art, education | Medium: unknown
- A motivational voiceover over visuals: conscious repetition conditions mind and body until a skill turns subconscious and automatic, moving from knowledge to experience to wisdom. The phrasing echoes Joe Dispenza's "thinking, doing, being" line; inspiration, not instruction.

## Cascadia oil study — small 9x12 forest landscape on canvas
- Creator: @cascadiaartproject | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CodK9KuS80C
- Source: https://www.instagram.com/p/CodK9KuS80C/
- Techniques: oil painting | Domains: art | Medium: oil
- A 9 x 12 inch oil-on-canvas Pacific Northwest forest piece from Cascadia Art Project. Mood and palette reference only.

## Decalcomania — surrealist paint-transfer for chance-driven portraits
- Creator: @scumchoir | Type: technique | Tier: A | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cnfmkm-q4dC
- Source: https://www.instagram.com/p/Cnfmkm-q4dC/
- Techniques: controlled chance, decalcomania | Domains: art, design | Medium: unknown
- The artist explains decalcomania, Oscar Domínguez's surrealist method of pressing paint between surfaces to transfer random textures. They start with a rough portrait silhouette, let the transfer create the texture, then commit to it and pull form and dimension out of the splotches.

## Kadlab logo build — Illustrator logo construction showcase
- Creator: @inspirationsl0g0 | Type: design | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CnWjiJ_p6nw
- Source: https://www.instagram.com/p/CnWjiJ_p6nw/
- Tools: Adobe Illustrator, Illustrator | Techniques: logo grid construction | Domains: art, branding, design | Medium: unknown
- A repost of a logo design by @kadlab with no narration, padded with a logo-for-hire promo. Useful only as a visual of geometric logo construction.

## 'Mirror' by Brian Hyppolite — motivational rap over Paul Kenton artwork
- Creator: @brianhyppolite | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CmZIvP2gJSA
- Source: https://www.instagram.com/p/CmZIvP2gJSA/
- Domains: art, music | Medium: unknown
- A promo for Brian Hyppolite's self-belief anthem 'Mirror', set to artwork by Paul Kenton. Pure song promotion with law-of-attraction lyrics.

## Moritz Berg 'The Subtle Prompter' — minimalist ink-on-paper piece
- Creator: @bergggggggggggggg | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CllwvkeItBh
- Source: https://www.instagram.com/p/CllwvkeItBh/
- Domains: art | Medium: drawing
- A 2019 ink-on-paper work (42 x 30 cm) by Moritz Berg from his diploma thesis 'Supposed Trivia' at the University of Stuttgart's art institute. Wabi-sabi minimal abstraction, shown framed in an interior.

## Three Capes Cabin — small cabin build shown as a timelapse
- Creator: @threecapescabin | Type: inspiration | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cf3YBKdpulQ
- Source: https://www.instagram.com/p/Cf3YBKdpulQ/
- Domains: architecture, art | Medium: unknown
- A silent build montage of a small cabin from Three Capes Cabin, captioned 'as easy as one two three'. Inspiration for a self-built getaway, no plans or specs.

## Every corner in 6 seconds — a year of street corners on Fujifilm X-T4
- Creator: @ordinary.hunter | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/Cgg8oKZABWG
- Source: https://www.instagram.com/p/Cgg8oKZABWG/
- Tools: Fujifilm X-T4 | Techniques: photo series montage | Domains: art, video production | Medium: unknown
- A photographer cut a year of corner shots from a Fujifilm X-T4 into a six-second rapid montage. A simple series concept: one recurring subject, many locations, fast edit.

## Post by cascadiaartproject
- Creator: @cascadiaartproject | Type: art | Tier: C | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CVOxHfBpgHv
- Source: https://www.instagram.com/p/CVOxHfBpgHv/
- Domains: art | Medium: unknown
- Pacific Northwest art collective showcasing regional artists — @cascadiaartproject curates gallery shows and outdoor installations.

## The New River carves its way through the mountains of West Virginia, ove...
- Creator: @elevationmachineworks | Type: art | Tier: B | Collection: art-i-like
- Page: https://dejaviewed.dev/e/CQ9VWOor7Tc
- Source: https://www.instagram.com/p/CQ9VWOor7Tc/
- Domains: art | Medium: unknown
- The New River carves its way through the mountains of West Virginia, over time creating the longest and deepest river... — @elevationmachineworks.

## Photonics stocks — optical interconnects pitched as an AI infrastructure play
- Creator: @sophii.svg | Type: news | Tier: C | Collection: stock2
- Page: https://dejaviewed.dev/e/DW6brcokW9S
- Source: https://www.instagram.com/p/DW6brcokW9S/
- Techniques: silicon photonics | Domains: finance/trading, hardware
- A finfluencer pitch: copper links between AI chips overheat and bottleneck, so data-center links move to optics. It names Lumentum (LITE) and Coherent (COHR), says Nvidia put $2B into each, and lists FN, MRVL and POET as watchlist picks, gated behind a comment-for-DM and trade-alert upsell. Treat it as promo, not research.

## Google and Amazon profits — half came from marking up Anthropic stakes
- Creator: @evaroyt | Type: news | Tier: A | Collection: stock2
- Page: https://dejaviewed.dev/e/DXvzZRMsan_
- Source: https://www.instagram.com/p/DXvzZRMsan_/
- Tools: Claude | Techniques: mark-to-market gains | Domains: finance/trading, news, prompt engineering, reference
- On the earnings night where four megacaps spent ~$130B on AI in a quarter, Google ($20.7B) and Amazon ($16B) booked roughly half their profit from revaluing existing Anthropic stakes. Meta, without that loop, only showed spending and lost ~$120B in market cap.

## To get the full prompt, just comment “Manus” ✌️ — This guy beat the market because he was paying attention.
- Creator: @softgirlnocode | Type: tool | Tier: A | Collection: stock2
- Page: https://dejaviewed.dev/e/DWonhksgi0S
- Source: https://www.instagram.com/p/DWonhksgi0S/
- Techniques: AI agents, arbitrage | Domains: UI/UX, agents, prompt engineering
- To get the full prompt, just comment “Manus” ✌️ — @softgirlnocode; demonstrates AI agents.

## Oil curve back end — watch December CLZ26, not spot, alongside bond yields
- Creator: @thetradingfraternity | Type: technique | Tier: B | Collection: stock2
- Page: https://dejaviewed.dev/e/DX8KawBokQk
- Source: https://www.instagram.com/p/DX8KawBokQk/
- Techniques: API integration, futures curve analysis | Domains: finance/trading
- The trader argues the signal is the long end of the crude futures curve: compare spot /CL with December 2026 /CLZ26, which is breaking out toward $100, and ties that repricing to global bond yields rather than war headlines.

## 25+ autonomous agents debate every trading day across 4 layers and evolve in real time — • Real-outcome scoring on ev...
- Creator: @marc.kaz | Type: tool | Tier: A | Collection: stock2
- Page: https://dejaviewed.dev/e/DX9aDFDOMS1
- Source: https://www.instagram.com/p/DX9aDFDOMS1/
- Techniques: AI agents, algorithmic trading | Domains: agents, finance/trading, open source, prompt engineering
- 25+ autonomous agents debate every trading day across 4 layers and evolve in real time. — @marc.kaz; demonstrates AI agents, algorithmic trading.

## Kronos — open foundation model that tokenizes candlesticks to forecast markets
- Creator: @gigaqian | Type: repo | Tier: S | Collection: stock2
- Page: https://dejaviewed.dev/e/DW2hy6EDqt-
- Source: https://www.instagram.com/p/DW2hy6EDqt-/
- Tools: Kronos | Techniques: K-line tokenization, algorithmic trading, autoregressive forecasting, time series foundation model | Domains: LLM, crypto, finance/trading, quant, video production
- Walkthrough of Kronos, a free time-series foundation model from a Tsinghua PhD student that forecasts stocks and crypto. It tokenizes K-lines (OHLC plus volume) into discrete tokens and trains an autoregressive model on them, so it generalizes like an LLM over market data.

## Daniel Thrasher 'diagnosed artistic' — comedy sketch on creative life
- Creator: @danielthrasher | Type: inspiration | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DAr2ezSPNid
- Source: https://www.instagram.com/p/DAr2ezSPNid/
- Domains: art, music
- Musician-comedian Daniel Thrasher's sketch where a doctor diagnoses him as 'artistic': unmonetized hobbies, a thousand half-finished projects, being paid in exposure, hearing the AC hum in C sharp. Sharp, relatable satire of the creative brain.

## Daniel Thrasher 'diagnosed artistic' — reused audio repost
- Creator: @ellieandfig | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DUoJVmTESlV
- Source: https://www.instagram.com/p/DUoJVmTESlV/
- Domains: audio, music
- Repost using Daniel Thrasher's 'diagnosed artistic' sketch audio. Same content as the original post.

## Traditional Appalachian version of House of the Rising Sun — Did you know this was a traditional tune sung in the mou...
- Creator: @chancemccoymusic | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DUje_zLj3A2
- Source: https://www.instagram.com/p/DUje_zLj3A2/
- Traditional Appalachian version of House of the Rising Sun. 🌅🪕 — @chancemccoymusic.

## Testing the resonance of these 200-year-old walls — The Girardeau House has a voice of its own. Taking a slow Sunday ...
- Creator: @chancemccoymusic | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DUOwelij-pU
- Source: https://www.instagram.com/p/DUOwelij-pU/
- Testing the resonance of these 200-year-old walls. — @chancemccoymusic.

## 'The Night We Met' — vocal cover by Social Repose
- Creator: @socialrepose | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DRDDYI0kURX
- Source: https://www.instagram.com/p/DRDDYI0kURX/
- Domains: music
- Social Repose sings a short cover of Lord Huron's 'The Night We Met'. A brief vocal clip with little else to study.

## 'Pompeii' — Social Repose vocal cover of Bastille
- Creator: @socialrepose | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DSFKiaCkVAg
- Source: https://www.instagram.com/p/DSFKiaCkVAg/
- Techniques: stripped-down arrangement | Domains: music
- Social Repose covers Bastille's 'Pompeii', keeping the chant-like verse in a stripped vocal arrangement. Useful as a reference for reworking an anthem intimately.

## 'Running Up That Hill' snippet — Social Repose vocal cover
- Creator: @socialrepose | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DSaebybEfZp
- Source: https://www.instagram.com/p/DSaebybEfZp/
- Domains: music
- A few seconds of Social Repose singing the Kate Bush line 'And if I only could'. Too short to study.

## Thank you for a wonderful 2025 — God Bless the emo ancester spirit
- Creator: @socialrepose | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DS7eRzdEWqS
- Source: https://www.instagram.com/p/DS7eRzdEWqS/
- Thank you for a wonderful 2025. Here’s an assortment of my favorite videos from this year. — @socialrepose.

## This brings me joy — Title: "One Day" by matisyahu sang by
- Creator: @rootedlivingretreats | Type: tool | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DUGm5A2j9HC
- Source: https://www.instagram.com/p/DUGm5A2j9HC/
- Domains: music
- This brings me joy! There's a special kind of joy that comes from finding your people. The ones you feel safe enough ... — @Edited.

## Written in the 1930s, but still ringing true today — I recorded this take live on the porch here at the Girardeau Hou...
- Creator: @chancemccoymusic | Type: news | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DUJiLjZjxQH
- Source: https://www.instagram.com/p/DUJiLjZjxQH/
- Domains: audio, music
- Written in the 1930s, but still ringing true today. Which side are you on? Share this if you still believe the power ... — @chancemccoymusic.

## I got bumped out of our apartment early the other day so waited for our ride in this beautiful misty little backyard ...
- Creator: @winterkendl | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DTtEnjQCiLB
- Source: https://www.instagram.com/p/DTtEnjQCiLB/
- Domains: art
- I got bumped out of our apartment early the other day so waited for our ride in this beautiful misty little backyard ... — @winterkendl.

## Zohran Mamdani protest track — political activism set to music
- Creator: @truthxliesmusic | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DQw3grdkclU
- Source: https://www.instagram.com/p/DQw3grdkclU/
- Domains: music
- A short music clip addressed to Donald Trump and tagging NYC politician Zohran Mamdani. Topical political song snippet with almost no content in the text.

## Thank you to the iconic @adamgrant for having me aboard — drews.daily.dose
- Creator: @jacobcollier | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DQr6LsxDh_3
- Source: https://www.instagram.com/p/DQr6LsxDh_3/
- Domains: music
- Thank you to the iconic @adamgrant for having me aboard! One of my favourite conversations ever. The full podcast epi... — @jacobcollier.

## Shot by Alan Lomax and crew at Nimrod and Molly Workman's home in Mascot, Tennessee, July 26, 1983 — Nimrod workman i...
- Creator: @dimestoreradio | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DOwuQwPkeVm
- Source: https://www.instagram.com/p/DOwuQwPkeVm/
- Shot by Alan Lomax and crew at Nimrod and Molly Workman's home in Mascot, Tennessee, July 26, 1983. — @dimestoreradio.

## Norway cave-diving disaster documentary — divers return to recover friends
- Creator: @thatdocumentarygirl | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/C_E26p0vL6U
- Source: https://www.instagram.com/p/C_E26p0vL6U/
- Domains: video production
- A recap of a cave-diving documentary: four Finnish technical divers enter a deep Norwegian cave system, two die after equipment snags and panic, authorities seal the cave, and the survivors secretly go back to recover the bodies. This matches the 2016 film "Diving Into the Unknown" about the Plura cave.

## Radiooooo — world-map radio for digging samples by country and decade
- Creator: @aklmadz | Type: tool | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/C7lD2VEx3Wg
- Source: https://www.instagram.com/p/C7lD2VEx3Wg/
- Tools: Radiooooo | Techniques: sample digging, sample flipping | Domains: audio, music
- From a WKCR "Free Samples" interview: a beatmaker says most samples now come from online, mainly Radiooooo, a world map where you pick a decade and a country and it plays a random song from it. A fast way to dig unfamiliar regional records for flips.

## F’in around a two chord groove in one of my favorite tunings — horsecreekjewelry
- Creator: @winterkendl | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/C9h2iVhvBV3
- Source: https://www.instagram.com/p/C9h2iVhvBV3/
- F’in around a two chord groove in one of my favorite tunings fCFCD 🪕💛 #banjomantras #clawhammer #banjo #summervibes #... — @winterkendl.

## Viral K-Pop & Anime Song Compilation
- Creator: @naez.mullick.5 | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/C6f_GXCPdKs
- Source: https://www.instagram.com/p/C6f_GXCPdKs/
- #anime #viralsongs #popularsongs #trending #fyp #viral #beuatifulsongs #korean #beauties #followformore — @naez.mullick.5.

## Noga Erez — "VIEWS (feat. ROUSSO)" live session via Pinch of Music
- Creator: @nationalhiphopmuseum | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/C4ROybPrG7e
- Source: https://www.instagram.com/p/C4ROybPrG7e/
- Domains: music
- A repost of Israeli artist Noga Erez performing "VIEWS" with ROUSSO, filmed by @pinchofmusic. Listening and live-staging reference; no production notes are given.

## John Prine & Iris DeMent — the story behind "In Spite of Ourselves"
- Creator: @gemsonvhs | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/C0sHCghOOXO
- Source: https://www.instagram.com/p/C0sHCghOOXO/
- Domains: music
- Gems on VHS shares the duet and its backstory: Prine wrote the comic love song while recovering from throat cancer surgery and radiation, wrote it with DeMent's sassy voice in mind, and she first answered "Not while my mother's alive!" before recording it anyway.

## Sam Ryder 'Tiny Riot' — high-energy vocal performance clip
- Creator: @samhairwolfryder | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/CzRi3lhIXiU
- Source: https://www.instagram.com/p/CzRi3lhIXiU/
- Domains: music
- Sam Ryder performs his song 'Tiny Riot' ('it takes a day to start a tiny riot'). Vocal and energy reference for anthemic pop-rock.

## West Papuan forest song — traditional singing on the walk home
- Creator: @wgpng | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/CwhJfgrhNsO
- Source: https://www.instagram.com/p/CwhJfgrhNsO/
- Domains: music
- A short clip of a Papuan man singing as he walks back through the forest, credited to Jay Den. A field-recording style reference for traditional vocal melody, with no further context.

## Oliver Anthony — "Rich Men North of Richmond" blue-collar protest song
- Creator: @radiowv | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/CvtAzyMO319
- Source: https://www.instagram.com/p/CvtAzyMO319/
- Domains: music
- A repost of Oliver Anthony's viral 2023 "Rich Men North of Richmond": a raw, single-guitar protest song about overtime work for low pay and taxes. Notable as a case study in a lo-fi outdoor performance going massively viral.

## I was too excited so it’s coming out a day early😆☘️ the 13th
- Creator: @rosebettsmusic | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/CukoZ1fgT-u
- Source: https://www.instagram.com/p/CukoZ1fgT-u/
- I was too excited so it’s coming out a day early😆☘️ the 13th!!! This week!!🙃 #fyp #live #singersongwriter #irisheyes — @rosebettsmusic.

## Stand by Me cover — BikosManna's take on the Ben E. King classic
- Creator: @bikosmanna | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/CuIOj-lROHD
- Source: https://www.instagram.com/p/CuIOj-lROHD/
- Domains: music
- A cover of Ben E. King's "Stand by Me" by the duo BikosManna. A music clip to enjoy, with no production or arrangement notes.

## Darude's "Sandstorm" played on guitars by @theshowhawkduo
- Creator: @tranceattack | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/CtW5NI6otJ_
- Source: https://www.instagram.com/p/CtW5NI6otJ_/
- Darude's "Sandstorm" played on guitars by @theshowhawkduo... Simply amazing! #trance #tranceclassic #trancefamily #tr... — @tranceattack.

## Børns "Past Lives" — lyric video edit from a music-edit page
- Creator: @the.trends.music | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/CmY8eoZMmnB
- Source: https://www.instagram.com/p/CmY8eoZMmnB/
- Domains: music, video production
- A lyric-video edit of Børns' "Past Lives" posted by a music-edits account. Listening and lyric-edit style reference only.

## Two years of no festivals and the annual reminder of yet another clifftop-less year (though this would have been much...
- Creator: @ | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/CSXxAVeHKPOQg3Jixy9zv3KMTcMdCV_G0ZvxsI0
- Source: https://www.instagram.com/p/CSXxAVeHKPOQg3Jixy9zv3KMTcMdCV_G0ZvxsI0/
- Two years of no festivals and the annual reminder of yet another clifftop-less year (though this would have been much... — @Edited.

## Higgsfield Cinema Studio — directing AI video with camera and lens controls
- Creator: @nateherkai | Type: tool | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DWBjCwCiVEe
- Source: https://www.instagram.com/p/DWBjCwCiVEe/
- Tools: Higgsfield Cinema Studio | Techniques: AI agents, camera-move prompting, workflow automation | Domains: agents, video production
- Higgsfield's Cinema Studio lets you describe a scene and pick camera movement, lens style and mood to get cinematic AI clips, e.g. a rainy interrogation with a slow zoom. Pitched for prototyping ads and scenes without a crew; the full guide is gated behind a comment.

## Claude Code remote control — run local agents from your phone via QR
- Creator: @nateherkai | Type: tool | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DWjj4FEjWjV
- Source: https://www.instagram.com/p/DWjj4FEjWjV/
- Tools: Claude Code, Clawdbot | Techniques: AI agents, remote agent sessions | Domains: agents, security, software development, video production
- Claude Code added remote control: one command plus a QR scan puts your local session on your phone, replacing VPS hacks and Clawdbot-style wrappers. The creator flags security risks and limits but the setup details are gated.

## Claude — Attention is a dot product between a query vector and a key vector. A plain dot...
- Creator: @adam_rosler | Type: technique | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXcDsyRCfdj
- Source: https://www.instagram.com/p/DXcDsyRCfdj/
- Tools: Claude, DeepSeek, Gemini, Llama | Domains: prompt engineering
- Same tokens. Different order. Different answer. Something inside the model is tracking position — and it’s not what m... — @adam_rosler; uses Claude, DeepSeek, Gemini.

## Clone any website with Claude Code — 3-step repo workflow
- Creator: @tenfoldmarc | Type: repo | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DW10-JDE8rg
- Source: https://www.instagram.com/p/DW10-JDE8rg/
- Tools: Claude, Claude Code | Techniques: workflow automation | Domains: open source
- This is way better and accurate than I thought. Comment "clone" and I'll send you the repo. Make sure to follow me fo... — @tenfoldmarc; uses Claude.

## the gurus don't want you to know this
- Creator: @tenfoldmarc | Type: skill | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DWpWt9fgovf
- Source: https://www.instagram.com/p/DWpWt9fgovf/
- Techniques: automation | Domains: design
- the gurus don't want you to know this. Comment "99" for the guide. — @tenfoldmarc.

## Higgsfield — The craziest part is they have up to 70% discount on unlimited Seedance on...
- Creator: @tenfoldmarc | Type: resource | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXIpm6TjE5M
- Source: https://www.instagram.com/p/DXIpm6TjE5M/
- Tools: Higgsfield, Playwright | Techniques: MCP | Domains: marketing, open source, prompt engineering
- Unlimited UGC Ads with one skill, Seedance 2.0 and @higgsfield.ai. — @Edited; uses Higgsfield.

## Claude Projects + custom MCP tools — system prompts for productivity agents
- Creator: @angus.sewell | Type: tool | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DVL-uyCkb5a
- Source: https://www.instagram.com/p/DVL-uyCkb5a/
- Tools: Claude, n8n | Techniques: AI agents, MCP | Domains: agents
- If you want the system prompts for these Claude projects, comment the word “agent” and I will send them to you. — @Edited; uses Claude; demonstrates AI agents.

## Somebody tryna use the nfl helmet strategy on me Ill 100% ta — i think hand written letters are the meta too
- Creator: @angus.sewell | Type: resource | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DVWOrJ6kft7
- Source: https://www.instagram.com/p/DVWOrJ6kft7/
- Domains: marketing
- Somebody tryna use the nfl helmet strategy on me Ill 100% take a sales call with you — @angus.sewell.

## Claude — Once u are bored of this then you can try some crazier shit like a custom...
- Creator: @angus.sewell | Type: tool | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DWl8hGdkbKI
- Source: https://www.instagram.com/p/DWl8hGdkbKI/
- Tools: Claude | Techniques: code generation | Domains: marketing, software development
- Project management doesn’t need to be complicated. Claude projects is the way to go. Trust — @angus.sewell; uses Claude.

## Agent-first tools — products built for AI agents as the user
- Creator: @angus.sewell | Type: resource | Tier: C | Collection: ai6
- Page: https://dejaviewed.dev/e/DW6ZoqNERB4
- Source: https://www.instagram.com/p/DW6ZoqNERB4/
- Tools: Cal.com, Claude, Claude Code, n8n | Techniques: AI agents, MCP, MCP server, code generation | Domains: UI/UX, agents, crypto, design, finance/trading, marketing, software development, video production
- A rapid-fire tier-style take on tools designed for agents rather than humans: paid MCP servers, data connectors, voice AI, agent payments in crypto, direct-mail APIs, Cal.com. Tool names are mostly not legible from the audio; the thesis is that every SaaS becomes a set of agent tools.

## ChatGPT — Roles in technology are changing faster than ever. A few years ago almost no...
- Creator: @theaipage | Type: resource | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DVl0NCxAoW1
- Source: https://www.instagram.com/p/DVl0NCxAoW1/
- Tools: ChatGPT | Domains: prompt engineering
- It started as a joke, but it highlights a real shift happening across the tech world. — @theaipage; uses ChatGPT.

## With those skills, you could easily charge thousands for any design project
- Creator: @tenfoldmarc | Type: resource | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXdVUiOjKUv
- Source: https://www.instagram.com/p/DXdVUiOjKUv/
- Tools: Claude | Domains: design
- With those skills, you could easily charge thousands for any design project. — @tenfoldmarc.

## Anthropic — Se llama find-skills (de vercel-labs). La instalas, le preguntas en lenguaje...
- Creator: @pabloinpublic | Type: repo | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXcWjL0jLsd
- Source: https://www.instagram.com/p/DXcWjL0jLsd/
- Tools: Anthropic, Claude, Claude Code, Llama, Vercel | Domains: open source
- Un dev japonés encontró el truco definitivo de Claude Code antes que nadie. — @pabloinpublic; uses Anthropic, Claude, Claude Code.

## Agentic OS — Claude Code as engine with Obsidian memory and skill packs
- Creator: @chase.h.ai | Type: technique | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXYSxNLpIAY
- Source: https://www.instagram.com/p/DXYSxNLpIAY/
- Tools: Claude Code, Google Workspace, Obsidian | Techniques: AI agents, agent skills, persistent memory | Domains: UI/UX, agents, productivity
- Blueprint for a Claude Code-powered 'agentic OS': Obsidian as memory, Google Workspace connected, skill packs for research and content, plus a dashboard command center you can hand to a team or sell to agency clients.

## Claude advisor mode — Opus plans, Sonnet or Haiku executes for less
- Creator: @chase.h.ai | Type: technique | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DW7qXkVt04l
- Source: https://www.instagram.com/p/DW7qXkVt04l/
- Tools: Claude, Claude API, Claude Code | Techniques: AI agents, API integration, advisor strategy, planner-executor split | Domains: LLM, agents
- Anthropic's advisor strategy runs Sonnet or Haiku as the tool-calling executor with Opus as a no-tools advisor that plans and replans when the executor gets stuck. Cited result: Sonnet plus Opus advisor scored 74.8 vs 72.1 at far lower cost; available via API or /advisor in Claude Code.

## FLUX.2 — Black Forest Labs' second-gen image model and new prompting
- Creator: @elevenlabs | Type: news | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DR4980qAHEF
- Source: https://www.instagram.com/p/DR4980qAHEF/
- Tools: FLUX.2, Flux | Techniques: prompt adherence, prompt engineering, workflow automation | Domains: LLM, architecture, design, prompt engineering
- ElevenLabs summarizes FLUX.2 from Black Forest Labs: a reworked architecture with better prompt adherence and world understanding than FLUX.1, which changes how you should prompt. The detailed guide is gated behind a comment.

## AI tools worth paying for — Claude, Gemini, n8n, Neon and Railway stack
- Creator: @angus.sewell | Type: tool | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DUODsbFkTC3
- Source: https://www.instagram.com/p/DUODsbFkTC3/
- Tools: Apify, Attio, Bitwarden, Claude, Claude Code, Cloudinary, Descript, Gemini, Google Antigravity, Granola, Loom, Manychat, Neon, NotebookLM, Perplexity, Railway, Slack, Stripe, Superhuman, Superwhisper, Todoist, Whisper, n8n | Techniques: automation, code generation, workflow automation | Domains: agents, productivity, software development, video production
- An agency builder's actually-paid stack: Claude for most work, Gemini for large-context tasks, Claude Code and Google Antigravity for coding, Perplexity for facts, Descript for editing, n8n for automation, Railway hosting, Neon database, Superwhisper dictation, plus Slack, Todoist, Granola, Superhuman, Manychat, Apify, Cloudinary, Attio, NotebookLM, Loom, Bitwarden and Stripe.

## This is such a cheat code if you have a big task
- Creator: @tenfoldmarc | Type: skill | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DW5JfoPjMx_
- Source: https://www.instagram.com/p/DW5JfoPjMx_/
- Techniques: AI agents | Domains: agents, security
- This is such a cheat code if you have a big task. Comment "flow" and I'll send you the guide + the repo link. — @tenfoldmarc.

## If you want to actually get outcomes from using AI tools rather than just burning tokens on new features — Do you hav...
- Creator: @lostandlucky | Type: tool | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXVo80MDBsc
- Source: https://www.instagram.com/p/DXVo80MDBsc/
- Tools: Anthropic | Domains: branding, design, open source, video production
- If you want to actually get outcomes from using AI tools rather than just burning tokens on new features. You really ... — @lostandlucky.

## ChatGPT — Which means you can access Claude Code in a way that is: Conversational,...
- Creator: @ritual.industries | Type: skill | Tier: S | Collection: ai6
- Page: https://dejaviewed.dev/e/DWo1eJSCddV
- Source: https://www.instagram.com/p/DWo1eJSCddV/
- Tools: Anthropic, ChatGPT, Claude, Claude Code | Techniques: AI agents, code generation, workflow automation | Domains: agents, open source, prompt engineering, software development, video production
- I’ve been dying to get Claude Voice mode on mobile connected to Claude Code, and I finally figured out a (hacky) way ... — @ritual.industries; uses ChatGPT, Claude, Claude Code; demonstrates code generation.

## Llama — Engineers have been quantizing the cache down for years. 8 bits works. 4 bits...
- Creator: @adam_rosler | Type: technique | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXUqQ7LiRNP
- Source: https://www.instagram.com/p/DXUqQ7LiRNP/
- Tools: Llama, Stable Diffusion | Domains: LLM, finance/trading, prompt engineering
- Every token you send to an LLM leaves a trail. The model stores a key and a value vector per token, in full precision... — @adam_rosler; uses Llama, Stable Diffusion.

## Claude — Burning tokens for no reason is a skill issue.
- Creator: @charlieautomates | Type: skill | Tier: S | Collection: ai6
- Page: https://dejaviewed.dev/e/DXXs8LCjYR7
- Source: https://www.instagram.com/p/DXXs8LCjYR7/
- Tools: Claude, Claude Code | Techniques: AI agents, automation, code generation | Domains: agents, branding, design, software development
- Comment “AI Agent” for Access to the 3 Repos & 40+ free Claude Code Guides & Templates. — @charlieautomates; uses Claude, Claude Code; demonstrates AI agents, automation.

## Better models won’t fix your agent
- Creator: @howard.mov | Type: tool | Tier: S | Collection: ai6
- Page: https://dejaviewed.dev/e/DXStFLkkphz
- Source: https://www.instagram.com/p/DXStFLkkphz/
- Techniques: AI agents, code generation | Domains: LLM, agents, design, software development
- Better models won’t fix your agent. — @howard.mov; demonstrates AI agents.

## awesome-design-md — brand design systems you paste into Claude Code
- Creator: @chase.h.ai | Type: repo | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DW-ag7St6UM
- Source: https://www.instagram.com/p/DW-ag7St6UM/
- Tools: Claude, Claude Code, Cursor | Techniques: AI agents, design-system prompting | Domains: UI/UX, agents, branding, design, open source, software development
- awesome-design-md is a fast-growing GitHub repo of DESIGN.md files that break popular sites (Cursor and others) into full design systems: colors, buttons, cards, forms, spacing. Copy one into Claude Code to give front-end work a professional baseline instead of starting from scratch.

## Figma — moroccan_boss_lady
- Creator: @tenfoldmarc | Type: skill | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXVY2cZDJoq
- Source: https://www.instagram.com/p/DXVY2cZDJoq/
- Tools: Figma, Stitch | Techniques: MCP | Domains: design
- It's so good it dropped Figma's stock 12% in 24 hours... — @tenfoldmarc; uses Figma, Stitch.

## Figma Make — 3 lesser-known capabilities incl. pasting full product requirements
- Creator: @raycfu | Type: resource | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXFc1jmAHFs
- Source: https://www.instagram.com/p/DXFc1jmAHFs/
- Tools: Figma | Techniques: workflow automation | Domains: branding, design
- 3 things you didnt know you could do with Figma Make #ai #tech #FigmaPartner — @raycfu; uses Figma.

## Claude Code scheduled tasks — turning prompts into a 24/7 agent employee
- Creator: @nateherkai | Type: technique | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXXHP5hj45o
- Source: https://www.instagram.com/p/DXXHP5hj45o/
- Tools: Claude Code, Docker | Techniques: AI agents, automation, scheduled agent runs, workflow automation | Domains: 3D, agents, productivity
- Claude Code's desktop app can run scheduled tasks hourly, daily or weekly, and because each run is an agent it can work through errors. Convert your best prompts and skills into recurring automations; test once first and keep the app open.

## Claude Code skills, CLIs & plugins roundup — RAG-Anything and more
- Creator: @chase.h.ai | Type: skill | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DXGRONttjhp
- Source: https://www.instagram.com/p/DXGRONttjhp/
- Tools: Claude, Claude Code, Playwright | Techniques: AI agents, MCP, RAG | Domains: agents, design, open source
- Comment “agent” to get access to all of my Claude Code guides! — @chase.h.ai; uses Claude, Claude Code; demonstrates AI agents.

## Claude graph-memory skill — claimed 71.5x token reduction, unverified
- Creator: @tenfoldmarc | Type: skill | Tier: B | Collection: ai6
- Page: https://dejaviewed.dev/e/DXAshxEDM5m
- Source: https://www.instagram.com/p/DXAshxEDM5m/
- Tools: Claude, Claude Code, Obsidian | Techniques: code generation | Domains: 3D, prompt engineering, software development
- Tired of rate limits and dumb Claude? Comment "graph" for the skill + guide to get infinite memory + 71.5x reduced to... — @tenfoldmarc; uses Claude.

## Concise outputs beat verbosity — study behind the caveman prompting trend
- Creator: @chase.h.ai | Type: technique | Tier: A | Collection: ai6
- Page: https://dejaviewed.dev/e/DW19mg8x78m
- Source: https://www.instagram.com/p/DW19mg8x78m/
- Tools: Claude, Claude Code | Techniques: AI agents, brevity constraints, caveman prompting, code generation | Domains: LLM, agents, open source, prompt engineering, software development
- A study of 31 open-weight models on 1,500 problems found small models beat much larger ones on ~8% of problems, but forcing the big models to be concise reversed it. Ties into the caveman repo that makes Claude Code talk tersely; the claim is brevity improves accuracy, not just token cost, possibly undoing RLHF-learned over-explaining.

## Context vs Memory vs Harness engineering explained in 40 sec — 💡These 3 disciplines are core to building agents that ...
- Creator: @lindavivah | Type: skill | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DXx6KhJshmv
- Source: https://www.instagram.com/p/DXx6KhJshmv/
- Techniques: AI agents | Domains: LLM, agents, open source
- Context vs Memory vs Harness engineering explained in 40 seconds by Richmond Alake ⚡️ — @lindavivah; demonstrates AI agents.

## some sites exist just to remind you that design can still be magical — Drop «inspo» in the comments and I’ll send you...
- Creator: @design4me__ | Type: inspiration | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXpD647CPIT
- Source: https://www.instagram.com/p/DXpD647CPIT/
- Domains: design
- some sites exist just to remind you that design can still be magical. here’s the new curated list of sites I genuinel... — @design4me__.

## Spam calls are one of the most annoying problems on the internet era — The problem is that most robocallers hide behi...
- Creator: @deeplearnai | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DV38agAodxz
- Source: https://www.instagram.com/p/DV38agAodxz/
- Techniques: automation | Domains: video production
- Spam calls are one of the most annoying problems on the internet era. But surprisingly, a U.S. law from 1991 might al... — @deeplearnai; demonstrates automation.

## Powerful website you should know part 561
- Creator: @aiboy.ai | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DX6td1PNJJf
- Source: https://www.instagram.com/p/DX6td1PNJJf/
- Powerful website you should know part 561 #ai #aitools #hacking #eduaction #learningai — @aiboy.ai.

## Programmatic SEO in an hour a week — answer real questions with ChatGPT
- Creator: @heytony.agency | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXzst1gxPeK
- Source: https://www.instagram.com/p/DXzst1gxPeK/
- Tools: ChatGPT, findquestions.com | Techniques: internal linking, question-based SEO | Domains: marketing, prompt engineering
- A claimed $40K/month of organic traffic (14K visitors, 708 keywords) from a simple loop: find a question on findquestions.com, draft an answer with ChatGPT, edit, add images and three internal links, publish weekly.

## sharing some of my favorite design engineering resources tha
- Creator: @simrann_sayss | Type: design | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DW0ezeXDeMU
- Source: https://www.instagram.com/p/DW0ezeXDeMU/
- Domains: design
- sharing some of my favorite design engineering resources that actually make a difference ✨ — @simrann_sayss.

## BlobSketch — free browser sketching app by Colin Reid
- Creator: @colinreid.me | Type: tool | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DX4PhbtOy86
- Source: https://www.instagram.com/p/DX4PhbtOy86/
- Tools: BlobSketch | Domains: creative coding, design, open source
- BlobSketch is a free browser app by Colin Reid (cpreid2.github.io/blobSketch), shown here in an unnarrated screen clip. The post gives only the name and link, so open it to see what it does.

## Illumetry IO 3D display — tracked frame for slicing anatomy in Unity
- Creator: @royrodenhaeuser | Type: demo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXiABUaDWVu
- Source: https://www.instagram.com/p/DXiABUaDWVu/
- Tools: Illumetry IO, Unity | Techniques: spatial tracking, tangible interaction | Domains: 3D, UI/UX, hardware
- A medtech interaction prototype: a handheld plastic frame is tracked in space and used to set an anatomical cutting plane through a 3D model on an Illumetry IO 3D display, built in Unity. It explores physical, intuitive ways to explore medical imaging.

## it did burn through my humble claude pro weekly credits lol
- Creator: @artificial.isabel | Type: resource | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DV09StsDI2d
- Source: https://www.instagram.com/p/DV09StsDI2d/
- Tools: Claude, Figma | Techniques: MCP | Domains: prompt engineering
- i thought the figma people were scamming but a meta prompt changed everything thanks @askcatgpt — @artificial.isabel; uses Claude, Figma; demonstrates MCP.

## NEW MULTIVARIATE FUNCTION DROPPED EARLIER THIS MONTH — And just like that you now know how God created the universe 😂
- Creator: @dr._avera | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXfSUD-xJjV
- Source: https://www.instagram.com/p/DXfSUD-xJjV/
- Domains: art, software development
- NEW MULTIVARIATE FUNCTION DROPPED EARLIER THIS MONTH!! #math #polarpilled #physics #engineering #calculus — @dr._avera.

## Ben Affleck just proved he’s more than an A-lister—he’s an AI visionary — I think he just ripped a massive line backs...
- Creator: @encycloped_ai | Type: skill | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DX3FPMgDgZy
- Source: https://www.instagram.com/p/DX3FPMgDgZy/
- Domains: VFX, art, creative coding, video production
- Ben Affleck just proved he’s more than an A-lister—he’s an AI visionary. From predicting the end of high-cost VFX to ... — @encycloped_ai.

## Echoes by Sander Hagelaar — water, induction LEDs and pumped light
- Creator: @sanderhagelaar | Type: art | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXKxcc_itS7
- Source: https://www.instagram.com/p/DXKxcc_itS7/
- Techniques: inductive power transfer, water-pump choreography | Domains: art, hardware
- Echoes (2024) combines water, LEDs, custom water pumps, acrylic and induction electronics. Induction electronics power the LEDs without wires through the water, creating a light system that feels familiar but never fully graspable.

## the why i dont sell pre-builts — Sir according to Marxist theory of labour its exactly your work that I'd like...
- Creator: @lowbatteryboba | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXWH0h7gQLm
- Source: https://www.instagram.com/p/DXWH0h7gQLm/
- the why i dont sell pre-builts #pc #technology #game #tech #DIY — @lowbatteryboba.

## TouchDesigner — I made this iridescent alien creature using POPS; the mesh was made with...
- Creator: @lauraaliceartist | Type: tool | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DV7jVzkE4NI
- Source: https://www.instagram.com/p/DV7jVzkE4NI/
- Tools: TouchDesigner | Domains: video production
- Biblically accurate alien // Motion sensor in realtime @pipo_interfaces - what an intuitive and fun little tool 🤲 bui... — @Edited; uses TouchDesigner.

## some sites exist just to remind you that design can still be magical — Drop “inspo” in the comments and I’ll send you...
- Creator: @design4me__ | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DTNcrWIiNqt
- Source: https://www.instagram.com/p/DTNcrWIiNqt/
- Domains: design
- some sites exist just to remind you that design can still be magical. — @design4me__.

## What if Spiders Wove with Strings — hand-tracked audiovisual synth web
- Creator: @pepepepebrick | Type: demo | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DW6tpWWMtZV
- Source: https://www.instagram.com/p/DW6tpWWMtZV/
- Tools: MediaPipe, TouchDesigner, VCV Rack | Techniques: generative geometry, hand tracking, parameter mapping to sound | Domains: 3D, art, audio, creative coding
- An interactive piece by @pepepepebrick: MediaPipe hand tracking moves two digital spiders across an algorithmically generated 3D web in TouchDesigner, with VCV Rack making the sound. Legs grow near nodes and leg count drives pitch and effects, spider distance changes the waveform, and contact fuses the bodies and shifts color and web structure.

## Bubble cymatics — soap film patterns driven by a frequency sweep
- Creator: @seeing_into_the_unknown | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXp4NrHjYYl
- Source: https://www.instagram.com/p/DXp4NrHjYYl/
- Techniques: cymatics, frequency sweep | Domains: art, audio
- A soap bubble on a vibrating dish is swept through frequencies under colored overhead lights. The swirling patterns come from film vibration, light and camera shutter interacting, a vivid physical demo of cymatics. The caption also promotes a paid course.

## Claude chat to Cowork — brainstorm, prototype in chat, then hand off to build
- Creator: @alaaoyya | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DWtUNNtDJxe
- Source: https://www.instagram.com/p/DWtUNNtDJxe/
- Tools: Claude, Claude Code, Claude Cowork | Techniques: prompt handoff, prototype-first prompting, vibe coding, workflow automation | Domains: agents, prompt engineering, software development, video production
- A build workflow for a viral camera-based web project: brainstorm in Claude chat and have it ask questions before building, confirm which tools it will use, demand an interactive prototype in chat, then have Claude write a detailed build prompt and hand it to Claude Cowork, which has terminal and computer access and executes it end to end into a working HTML file.

## Odyssey's End by Noj Barker — 115 × 300 cm contemporary painting
- Creator: @noj.barker.art | Type: art | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DVMBy_NCDhO
- Source: https://www.instagram.com/p/DVMBy_NCDhO/
- Tools: Odyssey | Domains: art
- A large-format contemporary painting, "Odyssey's End" (115 × 300 cm), by @noj.barker.art, shown without narration or process notes. Visual reference for wide-format composition only.

## Claude isn’t just for coding anymore. I’ve been using it to run full marketing...
- Creator: @brodyautomates | Type: resource | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DXKani5jWFi
- Source: https://www.instagram.com/p/DXKani5jWFi/
- Tools: Claude, Claude Code, Higgsfield, Playwright | Techniques: MCP, code generation, video generation, workflow automation | Domains: audio, marketing, prompt engineering, reference, software development, video production
- Claude Code plus Seedance 2.0 on @higgsfield.ai — the most powerful AI duo right now. — @brodyautomates; uses Claude, Claude Code, Higgsfield; demonstrates code generation, video generation.

## Cursor — Most websites just show text.
- Creator: @code.akshat.in | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXFaQvyExqx
- Source: https://www.instagram.com/p/DXFaQvyExqx/
- Tools: Cursor, React | Domains: UI/UX, animation
- “This isn’t text… this is physics.” — @code.akshat.in; uses Cursor, React.

## PLFM_RADAR — open-source radar with PCBs, FPGA code and Python GUI
- Creator: @marc.kaz | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXEzfJ8Dp1p
- Source: https://www.instagram.com/p/DXEzfJ8Dp1p/
- Tools: Python | Techniques: FPGA signal processing, multi-target tracking | Domains: hardware, open source
- github.com/NawfalMotii79/PLFM_RADAR is an MIT-licensed radar project shipping complete PCBs, FPGA code, full schematics and a Python GUI, claimed to track multiple targets out to 20 km. The "military-grade" and "$250K" lines are hype, and a commenter rightly warns to read unknown repos before running anything from them.

## Claude Code website build — CLAUDE.md, frontend-design skill, screenshot loop
- Creator: @nateherkai | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DW_8FsslNJi
- Source: https://www.instagram.com/p/DW_8FsslNJi/
- Tools: Claude Code, VS Code | Techniques: CLAUDE.md project rules, agent skills, screenshot self-review, workflow automation | Domains: UI/UX, branding, design, reference, software development, video production
- A concrete recipe for non-sloppy AI sites: run Claude Code in VS Code, write a CLAUDE.md with design rules, install the frontend-design skill, drop in brand assets, and have it screenshot its own work to self-critique. Give it a reference site to rebuild in your brand style.

## Dungeon synth — lo-fi fantasy ambient genre and artists to start with
- Creator: @theyelllowbutton | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXZXM7sBoBC
- Source: https://www.instagram.com/p/DXZXM7sBoBC/
- Tools: Moog | Domains: music
- An intro to dungeon synth, a tiny ambient genre built for fantasy, wizards, mushrooms and D&D sessions, with a starter list including Mushroom Grandpa and Covered Bridges, then sci-fi leaning picks Suzanne Ciani and Emerald Web. Some artist names are garbled in the audio, so search the genre tag too.

## LingBot-Map — Autoregressive 3D world understanding in real  — Open-source GitHub project by Ant Group’s Robbyant tea...
- Creator: @aiproductlabs | Type: skill | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXVhsG7DWMI
- Source: https://www.instagram.com/p/DXVhsG7DWMI/
- Domains: 3D, architecture, design, open source, video production
- LingBot-Map — Autoregressive 3D world understanding in real time — @aiproductlabs.

## Claude — Also, happy 100 posts to me! Woohoo!!!
- Creator: @ojrgb | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXOWz4yjN--
- Source: https://www.instagram.com/p/DXOWz4yjN--/
- Tools: Claude, MediaPipe, TouchDesigner | Domains: VFX
- “Claude can do this in 10 minutes!” Is a caption I see a LOT rn and I definitely have mixed feelings about it. On one... — @ojrgb; uses Claude, MediaPipe, TouchDesigner.

## Dissolving Clones by Duncan Fewkes — real-time audioreactive Unity visuals
- Creator: @duncan.fewkes | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXPfZg2ChnY
- Source: https://www.instagram.com/p/DXPfZg2ChnY/
- Tools: Unity | Techniques: audioreactive visuals, procedural VFX, real-time rendering | Domains: 3D, animation, creative coding
- Episode 598 of Duncan Fewkes' numbered creative-coding series: clones of himself dance and dissolve in real time, built in Unity with procedural, audioreactive effects synced to Sammy Virji's "Sinking Sailor". No breakdown is given, but it is a strong target for real-time VFX study.

## You may or may not like this, but research is one of the most powerful tools in your toolkit — Coming up with good id...
- Creator: @fakeplasticbrands | Type: tool | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXYYkGvDOyB
- Source: https://www.instagram.com/p/DXYYkGvDOyB/
- You may or may not like this, but research is one of the most powerful tools in your toolkit. — @fakeplasticbrands.

## Claude — 1. Prompt for viral content
- Creator: @milamarksonofficial | Type: tool | Tier: A | Collection: prompts
- Page: https://dejaviewed.dev/e/DXmbF8lCDOP
- Source: https://www.instagram.com/p/DXmbF8lCDOP/
- Tools: Claude | Techniques: hooks/automation | Domains: prompt engineering
- PROMPTS 👇 — @milamarksonofficial; uses Claude; demonstrates hooks/automation.

## Claude — Only work in YouTube? TikTok?
- Creator: @faceless.isaac | Type: tool | Tier: B | Collection: prompts
- Page: https://dejaviewed.dev/e/DX5tUaaSyP_
- Source: https://www.instagram.com/p/DX5tUaaSyP_/
- Tools: Claude
- Claude + NexLev is a game changer #sidehustle #youtubeautomation #aiautomation #facelessyoutube #aitools — @faceless.isaac; uses Claude.

## Claude — Treat me as a professional in my domain. Calibrate your language, depth, and...
- Creator: @lukegarv.ai | Type: technique | Tier: B | Collection: prompts
- Page: https://dejaviewed.dev/e/DX70-hPsI1q
- Source: https://www.instagram.com/p/DX70-hPsI1q/
- Tools: Claude | Domains: prompt engineering, reference
- The Prompt - “You are operating as a senior-level AI collaborator, not a generic assistant. Before responding to anyt... — @lukegarv.ai; uses Claude.

## Claude — The companies that will win with AI will set up their company to be quickly...
- Creator: @angus.sewell | Type: resource | Tier: A | Collection: prompts
- Page: https://dejaviewed.dev/e/DX62rNWxOB2
- Source: https://www.instagram.com/p/DX62rNWxOB2/
- Tools: Claude | Techniques: AI agents, MCP, workflow automation | Domains: agents, prompt engineering
- After months of testing and overthinking whether I was an idiot for using skills when I should be building workflows,... — @angus.sewell; uses Claude; demonstrates workflow automation.

## Identity-preserving portrait prompt — Sony A1 85mm editorial re-render
- Creator: @ui.johnson | Type: technique | Tier: A | Collection: prompts
- Page: https://dejaviewed.dev/e/DW5syk6Cjh-
- Source: https://www.instagram.com/p/DW5syk6Cjh-/
- Tools: Runway | Techniques: camera-spec prompting, identity-locked editing, negative constraints, upscaling | Domains: UI/UX, design, photography, prompt engineering, reference, video production
- A reusable image-edit prompt that enhances a portrait while locking identity, facial geometry, expression and background. It forces a camera spec (Sony A1, 85mm f/1.4 at f/1.6, ISO 100, 1/200), matches the reference lighting direction, and asks for real skin texture, film grain, 10-bit 4K and no plastic smoothing. The post does not say which image model it was run on.

## Bro really thought this would work 😭 — luis__de_la_rosa
- Creator: @crimistickman | Type: tool | Tier: A | Collection: game-theory
- Page: https://dejaviewed.dev/e/DXiR_RyCF8s
- Source: https://www.instagram.com/p/DXiR_RyCF8s/
- Techniques: API integration
- Bro really thought this would work 😭 — @crimistickman; demonstrates API integration.

## SpaceX IPO hype — the pitch to buy companies holding SpaceX stakes
- Creator: @upsideinvest.io | Type: news | Tier: C | Collection: game-theory
- Page: https://dejaviewed.dev/e/DXprHQ8Dg3G
- Source: https://www.instagram.com/p/DXprHQ8Dg3G/
- Tools: Upside Invest | Techniques: algorithmic trading | Domains: finance/trading, news
- A finance promo claiming SpaceX will IPO this summer at a $1.75T valuation and that the day-one trade is a trap. The pitched alternative is public companies with SpaceX or Starlink stakes that would re-rate, but none are named, and the reel exists to drive comments to the Upside Invest app.

## Everything is a mass on a spring — the harmonic oscillator everywhere
- Creator: @thatblackchemist | Type: resource | Tier: B | Collection: game-theory
- Page: https://dejaviewed.dev/e/DRzrIiDDjN5
- Source: https://www.instagram.com/p/DRzrIiDDjN5/
- Techniques: harmonic oscillator model | Domains: education, video production
- A quick physics riff: LC circuits, electron and molecular vibrations, optical tweezers and even quantum field theory all reduce to the simple harmonic oscillator. Fun reminder of why that one model is worth learning cold; the caption plugs an algebra guide.

## Dipole radiation — animation of how an oscillating charge emits light
- Creator: @merlinomath | Type: resource | Tier: B | Collection: game-theory
- Page: https://dejaviewed.dev/e/DXcs7NJiSy1
- Source: https://www.instagram.com/p/DXcs7NJiSy1/
- Techniques: field visualization | Domains: creative coding, education
- A silent animation of electric dipole radiation: moving charges create coupled, orthogonal E and B fields whose delayed response propagates outward as energy flux. The author notes the real pattern is spherical; this shows one slice.

## ChatGPT — The origins of this moment trace back decades earlier to Geoffrey Hinton, the...
- Creator: @buysiders | Type: skill | Tier: A | Collection: game-theory
- Page: https://dejaviewed.dev/e/DV6c9ItjPZp
- Source: https://www.instagram.com/p/DV6c9ItjPZp/
- Tools: ChatGPT, OpenAI | Domains: branding
- In the summer of 2023, Ilya Sutskever, chief scientist at OpenAI and one of the key architects behind ChatGPT, found ... — @buysiders; uses ChatGPT, OpenAI.

## 3Blue1Brown puzzle — can disjoint unit discs always cover 10 points?
- Creator: @3blue1brown | Type: resource | Tier: A | Collection: game-theory
- Page: https://dejaviewed.dev/e/DXMt7CtEeEo
- Source: https://www.instagram.com/p/DXMt7CtEeEo/
- Techniques: probabilistic method | Domains: education
- 3Blue1Brown's monthly puzzle: given any 10 points in the plane, can you always cover them with non-overlapping unit discs? Deceptively simple geometry with a clever probabilistic-style answer worth working out yourself.

## React — → http://github.com/ruucm/shadergradient
- Creator: @michaelpkocher | Type: tool | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DU9Pjj2EYVe
- Source: https://www.instagram.com/p/DU9Pjj2EYVe/
- Tools: React | Domains: 3D, LLM, UI/UX, architecture, design, open source
- The most insane 3D, liquid, gradient & more UI effects you’ve seen are free on GitHub. This truly is your new design ... — @fifbuilds; uses React.

## DIY Claude Code remote — self-hosted web access to vibe code from phone
- Creator: @olivia.inthecity | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DV84iOPgE5f
- Source: https://www.instagram.com/p/DV84iOPgE5f/
- Tools: Claude Code, Qwen | Techniques: AI agents, self-hosted agent UI, vibe coding | Domains: agents, prompt engineering, software development
- A creator found Claude Code's built-in remote control buggy, so they had Claude Code build its own password-protected web front end to drive sessions from a phone. The setup prompt is shared off-screen; remember to stop sessions afterward.

## China released an open source quantum OS called Origin Pilot — What if quantum computing isn't hardware based but eth...
- Creator: @gigaqian | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DVmnlldjgc1
- Source: https://www.instagram.com/p/DVmnlldjgc1/
- Domains: open source, video production
- China released an open source quantum OS called Origin Pilot that lets you connect to the WuKong quantum computer.  T... — @gigaqian.

## Video editing was tougher than the code 😭 — Built GeoTrade : live at www.web-code.tech
- Creator: @shreeyagupta11 | Type: demo | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DVrWSqkEw3w
- Source: https://www.instagram.com/p/DVrWSqkEw3w/
- Techniques: API integration, algorithmic trading | Domains: finance/trading, video production
- Video editing was tougher than the code 😭 — @Edited; demonstrates API integration, algorithmic trading.

## Claude — I had my hedge fund team stress test Kronos. It failed on many levels.
- Creator: @gigaqian | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DW-TOhIDgjh
- Source: https://www.instagram.com/p/DW-TOhIDgjh/
- Tools: Claude, Hugging Face | Techniques: code generation | Domains: LLM, architecture, archives, software development, video production
- This video is designed to make it so absolutely anyone can build their own automated AI system with Kronos integratio... — @gigaqian; uses Claude, Hugging Face; demonstrates code generation.

## Claude — Here's how to build it in 10 minutes:
- Creator: @theaisurfer | Type: skill | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DW7lN7sj2ow
- Source: https://www.instagram.com/p/DW7lN7sj2ow/
- Tools: Claude, Cursor, Veo | Techniques: code generation | Domains: animation, prompt engineering, software development, video production
- This is the exact scroll effect Apple uses on their product pages! — @theaisurfer; uses Claude, Cursor, Veo; demonstrates code generation.

## Docker — Off topic, and with all due respect, are we watching an AI avatar?
- Creator: @gigaqian | Type: resource | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DWUy57jDulU
- Source: https://www.instagram.com/p/DWUy57jDulU/
- Tools: Docker | Techniques: AI agents, code generation | Domains: agents, open source, software development
- DeerFlow 2.0 is a “super agent harness.” Think OpenClaw but way more robust - and the only thing bigger than that in ... — @gigaqian; uses Docker; demonstrates AI agents, code generation.

## AI agency to commodity broker — a pivot story pitched as easy money
- Creator: @ | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DWws8ZWk67K
- Source: https://www.instagram.com/p/DWws8ZWk67K/
- Techniques: AI sourcing automation | Domains: agents, marketing
- A founder says they left running an AI agency for commodity brokering, claiming $40K from brokering JIS-certified rebar from Vietnam to Japan. They use their agency AI systems to source suppliers, vet buyers and automate logistics paperwork. Anecdotal income claims, no method shown.

## Gamified coding course — video-game hub with animated location menus
- Creator: @ty.farrago | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DWwuC_gDoX7
- Source: https://www.instagram.com/p/DWwuC_gDoX7/
- Tools: Claude | Techniques: gamified learning UI | Domains: UI/UX, animation, design, education, video production
- Waitlist promo for a paid coding community built like a video game: a sprite navigates locations (tavern, clock tower, forge, market), each with its own loading animation. Mostly a pricing pitch ($197 for the first 100, then ~$400); the only takeaway is the game-style course UI.

## Claude — Stop selling software. Sell the finished work.
- Creator: @tpadumke | Type: resource | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DX4VJO6zMzL
- Source: https://www.instagram.com/p/DX4VJO6zMzL/
- Tools: Claude | Techniques: MCP
- YC’s #2 request for startups: AI-Native Service Companies. — @Edited; uses Claude; demonstrates MCP.

## Claude — thesavedsalesman
- Creator: @eddynthings | Type: skill | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DX4qpEHxY7g
- Source: https://www.instagram.com/p/DX4qpEHxY7g/
- Tools: Claude | Techniques: API integration | Domains: prompt engineering, security
- Time to lock in! You are keeping your api secrets in your ai chat history and you are going to be your own worst enem... — @eddynthings; uses Claude; demonstrates API integration.

## AI tool tier list May 2026 — Codex and Claude Code top, chatbots C
- Creator: @chase.h.ai | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DX7oRT3J1Hq
- Source: https://www.instagram.com/p/DX7oRT3J1Hq/
- Tools: ChatGPT, Claude, Claude Code, Codex, Cursor, Gemini, Grok, Hermes, OpenClaw, Zapier | Techniques: AI agents, code generation, video generation | Domains: LLM, agents, design, software development, video production
- An opinionated tier list: Codex and Claude Code S tier (Codex cheaper for comparable output), Claude chatbot C at the $20 plan due to limits, GPT Image 2 S tier over Nano Banana Pro (A), Hermes C and OpenClaw D as 'productivity theater' wrappers.

## ASI-Evolve — open-source agent loop that autonomously designs AI architectures
- Creator: @gigaqian | Type: repo | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DXFzyoRjqN7
- Source: https://www.instagram.com/p/DXFzyoRjqN7/
- Tools: ASI-Evolve | Techniques: automated AI research, closed-loop experimentation, neural architecture search | Domains: LLM, agents, news
- ASI-Evolve, from Shanghai Jiao Tong University and Shanghai Innovation Institute, is an open-source agentic framework that automates AI research in a learn-design-experiment-analyze loop across data, architecture and learning algorithms. The paper reports 105 autonomously discovered architectures, with the best beating DeltaNet. The video also touches on China's AGI framing in its five-year plan.

## Claude — be.stillwithsteph
- Creator: @nocode.joshua | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DXU4sroztsS
- Source: https://www.instagram.com/p/DXU4sroztsS/
- Tools: Claude | Domains: prompt engineering
- How to stop Claude Lying or Hallucinating! Claude can often lie or hallucinate, but using the Claude Council of 5 Ski... — @nocode.joshua; uses Claude.

## Claude — Watching this as im setting up some postgres databases is an insane...
- Creator: @angus.sewell | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DX_6xdixy51
- Source: https://www.instagram.com/p/DX_6xdixy51/
- Tools: Claude, Gemini | Domains: prompt engineering, video production
- Rip a lil creative sesh on a Wednesday afternoon? Hell yeah. That’s what I’m talking about. Having genuinely creative... — @angus.sewell; uses Claude, Gemini.

## bakaarts — untitled art reel with no context
- Creator: @bakaarts | Type: art | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DX_MA8uqHfe
- Source: https://www.instagram.com/p/DX_MA8uqHfe/
- Domains: art
- An art reel with the caption 'Welcome to my art' and no speech or description.

## Anthropic — Breakdown - many thanks 😁♥️
- Creator: @valuebyraph | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DX_r9RpoMfk
- Source: https://www.instagram.com/p/DX_r9RpoMfk/
- Tools: Anthropic, Claude | Techniques: workflow automation | Domains: finance/trading
- Claude just killed the finance industry. — @valuebyraph; uses Anthropic, Claude; demonstrates workflow automation.

## Claude — To Do — Every morning 8AM. Scans Gmail, surfaces what needs a...
- Creator: @fionaylin | Type: skill | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DXeZ7C5kcl8
- Source: https://www.instagram.com/p/DXeZ7C5kcl8/
- Tools: Claude, Notion | Techniques: AI agents | Domains: agents, education, prompt engineering
- Comment Prompt 1, 2, 3, 4, 5 or 6 and I’ll DM you my prompt! Here are the 6 @claudeai cowork agents I have running my... — @fionaylin; uses Claude, Notion; demonstrates AI agents.

## Claude — What else do you want to see/learn about? 🧚🏻‍♂️
- Creator: @fifbuilds | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DXhvKN9CTvE
- Source: https://www.instagram.com/p/DXhvKN9CTvE/
- Tools: Claude, Claude Code | Domains: design, education, open source
- This GitHub template lets you clone any website with just one Claude Code command. Comment REPO and I’ll DM you a lin... — @fifbuilds; uses Claude, Claude Code.

## Day-trading comedy — 'Mr. Take Profit' fumbles a breakout trade
- Creator: @nolan_tradesthedaq | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DXsD-KAgViJ
- Source: https://www.instagram.com/p/DXsD-KAgViJ/
- Techniques: breakout trading | Domains: finance/trading
- A self-deprecating day-trading skit: the trader calls a consolidation breakout from 4h/1h timeframes, brags about take-profit, and gets stopped out. Comedy, not instruction.

## Self-stabilizing robots are reaching a fascinating stage whe — The content is presented purely for learning and infor...
- Creator: @s_sapphire_robotics | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DXvvNRssb64
- Source: https://www.instagram.com/p/DXvvNRssb64/
- Domains: branding, design
- Self-stabilizing robots are reaching a fascinating stage where they can walk and balance with little to no AI, relyin... — @s_sapphire_robotics.

## Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot
- Creator: @stics.ai | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DY-6VBpEgLS
- Source: https://www.instagram.com/p/DY-6VBpEgLS/
- Tools: AppFlowy, Bitwarden, Cal.com, Fooocus, Ollama, Penpot, Plausible Analytics, Whisper, n8n, yt-dlp | Techniques: automation, code generation, self-hosting | Domains: design, open source, productivity, software development
- A list of free self-hostable alternatives to paid tools: yt-dlp, Ollama for local models, Fooocus for image generation, Whisper for transcription, Plausible Analytics, AppFlowy for Notion, Penpot for Figma, n8n for Zapier, Cal.com or its MIT fork Cal.diy for Calendly, and Bitwarden for 1Password. Well-known picks with inflated pricing comparisons, but a solid checklist.

## China just revealed a secret method for building chips witho — I want to be the first one to comment, man I love your...
- Creator: @gigaqian | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DY0lUTcJlof
- Source: https://www.instagram.com/p/DY0lUTcJlof/
- Domains: video production
- China just revealed a secret method for building chips without the need for EUV lithography machines. It represents a... — @gigaqian.

## ChatGPT — Comment “SCRAPE” for the repo + my exact setup
- Creator: @cooper.simson | Type: tool | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DY1FLdhPd7c
- Source: https://www.instagram.com/p/DY1FLdhPd7c/
- Tools: ChatGPT, Claude | Domains: video production
- You can now build entire leads lists for free with this one Claude Skill — @cooper.simson; uses ChatGPT, Claude.

## Anthropic — I’m Neurodivergent so I can say this, but I thought opus’s 4.7 was...
- Creator: @eddynthings | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DY6YET7N7Vo
- Source: https://www.instagram.com/p/DY6YET7N7Vo/
- Tools: Anthropic | Techniques: workflow automation | Domains: marketing
- Are we excited or just happy anthropic is listening to their user base? — @eddynthings; uses Anthropic; demonstrates workflow automation.

## The data is all there for you to 10x your growth
- Creator: @tenfoldmarc | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DY7r-CjT0AD
- Source: https://www.instagram.com/p/DY7r-CjT0AD/
- Techniques: hooks/automation
- The data is all there for you to 10x your growth. — @tenfoldmarc; demonstrates hooks/automation.

## TouchDesigner — - adjust spacing of all particles
- Creator: @the.poet.engineer | Type: skill | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DY7uFuWtJPL
- Source: https://www.instagram.com/p/DY7uFuWtJPL/
- Tools: TouchDesigner | Domains: 3D
- particle life in 3d controlled by hands 🪸 — @the.poet.engineer; uses TouchDesigner.

## React — made a little 3D racer that runs right in the browser. anti-grav...
- Creator: @rndyrbrts | Type: design | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DY8TYwpCd8P
- Source: https://www.instagram.com/p/DY8TYwpCd8P/
- Tools: React | Techniques: AI agents, code generation | Domains: 3D, agents, archives, software development
- cool way to build complex 3D creative stuff on the web with AI agent workflows. you build yourself a library first, t... — @rndyrbrts; uses React; demonstrates AI agents, code generation.

## Blender — • 500+ body, hand & face landmarks per frame
- Creator: @marc.kaz | Type: repo | Tier: S | Collection: ai7
- Page: https://dejaviewed.dev/e/DYAI_fCuvrY
- Source: https://www.instagram.com/p/DYAI_fCuvrY/
- Tools: Blender, Unity, Unreal Engine | Techniques: motion capture | Domains: 3D, open source
- FreeMoCap turns ordinary webcams into professional markerless 3D motion capture. — @marc.kaz; uses Blender, Unity, Unreal Engine; demonstrates motion capture.

## Google probably installed an AI on your computer — micahisnotavailable
- Creator: @pirateprincessjessica | Type: skill | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYAJ1lhO0Nt
- Source: https://www.instagram.com/p/DYAJ1lhO0Nt/
- Google probably installed an AI on your computer. Let’s get rid of it together #tech #techtips #computers #google #go... — @pirateprincessjessica.

## Nozomi AI assistant — agent that acts across apps, from Cursor to Kalshi
- Creator: @airesearches | Type: demo | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYB0KhemTN0
- Source: https://www.instagram.com/p/DYB0KhemTN0/
- Tools: Cursor, Kalshi, Nozomi AI | Techniques: AI agents, code generation | Domains: agents, news, software development
- A 19-year-old YC S25 founder's personal assistant demo that takes real actions across tools, coding in Cursor and placing Kalshi bets. The viral hook is a creepy social-monitoring feature that tracks Instagram accounts for breakup signals. Mostly hype and ethics bait, little technical detail.

## Claude as a content brain — dump everything in and ask it to organize
- Creator: @nateherkai | Type: technique | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYFdoEVDbff
- Source: https://www.instagram.com/p/DYFdoEVDbff/
- Tools: Claude | Techniques: RAG, knowledge organization | Domains: LLM, productivity, video production
- Pitch that you can drop all your content into Claude, say 'organize this', and get a connected knowledge base with memory instead of building RAG pipelines. Light on specifics; the guide is gated.

## AI website stack — Claude Code plus Framer Motion, UI UX Pro Max, 21st.dev
- Creator: @tenfoldmarc | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYIzu9HTz1V
- Source: https://www.instagram.com/p/DYIzu9HTz1V/
- Tools: 21st.dev, Claude Code, Framer Motion, UI UX Pro Max | Techniques: agent skills | Domains: UI/UX, open source, software development
- Four steps to polished sites with Claude Code: install the base tool, add Framer Motion for animation, have Claude install the UI UX Pro Max skill from GitHub, and pull components from 21st.dev. The one-line installer repo is gated behind a comment.

## This could be the easiest way to find samples on YouTube… — YouTube poop artists from 2005 would be sobbing
- Creator: @get.yoinking | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYJenxxAWv2
- Source: https://www.instagram.com/p/DYJenxxAWv2/
- Domains: music
- This could be the easiest way to find samples on YouTube… — @get.yoinking.

## Claude trading bots challenge — $10K real-money bot vs bot teaser
- Creator: @nateherkai | Type: demo | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYKnNNxgj2j
- Source: https://www.instagram.com/p/DYKnNNxgj2j/
- Tools: Claude | Techniques: algorithmic trading | Domains: agents, finance/trading, video production
- Teaser for a contest where two Claude-driven bots each traded $10K of real money. No strategy, setup or results shown; the full video is gated behind a comment.

## Claude resume prompts — ATS diagnosis, keyword gaps, XYZ rewrite, mock interview
- Creator: @cindiezhu | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYM3m_Gp4B4
- Source: https://www.instagram.com/p/DYM3m_Gp4B4/
- Tools: Claude | Techniques: Google XYZ formula, role-play prompting | Domains: marketing, productivity, prompt engineering
- A four-prompt Claude loop for job hunting: an ATS-style resume diagnoser, a recruiter pass that compares your resume to many job posts for missing keywords, a rewriter using Google's XYZ formula (accomplished X, measured by Y, by doing Z), and a hiring-manager mock interview scored out of 10. The full prompts are gated behind a comment.

## Princeton sponsored-ads study — 18 of 23 AI assistants push the paid option
- Creator: @forgoodcode | Type: news | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYN0298n2H5
- Source: https://www.instagram.com/p/DYN0298n2H5/
- Techniques: LLM evaluation, system prompt override | Domains: LLM, news
- Carousel on a Princeton study that gave 23 models a sponsored option and a cheaper better one across flights, loans and shopping. 18 of 23 favored the sponsored pick, GPT-5.1 surfaced it 94% of the time, and a 'serve the customer only' system prompt barely moved it. Note the creator's caveat: it measures susceptibility in a hypothetical deployment, not real paid placement.

## NotebookLM channel analysis — reverse-engineer a YouTube channel's hooks
- Creator: @nateherkai | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYNMCnCEXaL
- Source: https://www.instagram.com/p/DYNMCnCEXaL/
- Tools: NotebookLM | Techniques: competitor content analysis | Domains: marketing, video production
- Load 10-15 videos from a channel you admire into NotebookLM and ask why they work: topics, hooks, patterns. Build your next video from one of its ideas and iterate.

## GitHub as a design asset library — shader gradients, liquid glass, R3F
- Creator: @fifbuilds | Type: repo | Tier: S | Collection: ai7
- Page: https://dejaviewed.dev/e/DYNW3X7J2TH
- Source: https://www.instagram.com/p/DYNW3X7J2TH/
- Tools: Claude, Claude Code, Cursor, OpenAI, React, ShaderGradient, liquid-glass-js, liquid-logo, react-three-fiber, three.js | Techniques: WebGL shaders, code generation, vibe coding | Domains: UI/UX, VFX, creative coding, design, open source, software development
- Four free repos for high-end web visuals you can now vibe-code with Claude Code or Cursor: ShaderGradient for animated gradients, liquid-logo for chrome/metal effects, liquid-glass-js for Apple-style liquid glass, and react-three-fiber to drive three.js in React.

## Qwen — Been roaming around NYC with a smol autonomous agent on a rooted...
- Creator: @cyril.engman | Type: repo | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYNXFvVN0c_
- Source: https://www.instagram.com/p/DYNXFvVN0c_/
- Tools: Qwen | Techniques: AI agents | Domains: LLM, agents, open source
- Part 2 with Additional technical details! — @cyril.engman; uses Qwen; demonstrates AI agents.

## decayingsun share — untitled resource reel with no content
- Creator: @decayingsun | Type: resource | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYO7G9sIi92
- Source: https://www.instagram.com/p/DYO7G9sIi92/
- Domains: art
- Caption 'Sharing is caring' with no speech, OCR or description of what is shared.

## Claude Code architecture map — visual bug tracker for vibe-coded apps
- Creator: @constructionbearai | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYP-TkppmPM
- Source: https://www.instagram.com/p/DYP-TkppmPM/
- Tools: Claude, Claude Code | Techniques: architecture diagramming, vibe coding | Domains: agents, architecture, prompt engineering, software development
- A non-coder has Claude Code generate a clickable plain-English architecture map of their whole app, with every flow wired up and nodes colored red for active bugs and green for planned fixes or features. Clicking a node opens a sidebar with the bug and the proposed fix. The actual prompt is gated behind a comment.

## Eigen-virtue — cosine similarity map of virtues toward flourishing
- Creator: @zach.zeta.s | Type: inspiration | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYQObkHRzmE
- Source: https://www.instagram.com/p/DYQObkHRzmE/
- Tools: JupyterLab | Techniques: cosine similarity, word embeddings | Domains: data science, education, video production
- Riffing on the 'eigenslur' idea, the creator asks whether virtue could be the eigenvector pointing toward human flourishing, frames it with Plato's Meno, and builds a cosine-similarity heat map of virtue words in JupyterLab. It's a playful framing, and the creator admits the result is subjective.

## Change Capture — a camera that records only what moves between frames
- Creator: @anna.zhang | Type: art | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYQi0JAqScX
- Source: https://www.instagram.com/p/DYQi0JAqScX/
- Techniques: arbitrage, frame differencing, mean reversion, stochastic modeling, temporal motion filtering | Domains: architecture, art, creative coding, finance/trading, photography, software development, video production
- Anna Zhang's browser camera filters out every pixel that stays the same between frames, leaving traces of motion like a butterfly leaving, rain hitting pavement, branches swaying. A creative-coding piece about slowing down attention, and you can try it live at change-capture.anna-zhang.com.

## Surface Tension — optical tweezers and ComfyUI depth layers on living cells
- Creator: @zerospacelabs | Type: art | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYSYuVHBnPK
- Source: https://www.instagram.com/p/DYSYuVHBnPK/
- Tools: ComfyUI | Techniques: depth map layering, diffusion compositing, optical tweezers | Domains: art, creative coding, prompt engineering, video production
- Artist Karyn (@frog_spit_simulation) used optical tweezers, a laser that traps tiny objects, to push neuroblast cells into words under a microscope. They then built layered 'skins' over the footage in ComfyUI from depth maps and diffusion passes. The talk is from DATLAB XIII, and the full presentation is on the YouTube livestream.

## Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier
- Creator: @lizthedeveloper | Type: resource | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYShNwIDzTK
- Source: https://www.instagram.com/p/DYShNwIDzTK/
- Tools: Cape, GrapheneOS, Mullvad VPN, Orange Pi, Tails | Techniques: IMSI rotation, cyberdeck build, sensor disabling | Domains: OSINT, hardware, open source, security
- This is an opinionated privacy kit for going 'digitally off-grid'. It includes a self-built cyberdeck on a Rockchip-based Orange Pi, a Linux distro that doesn't ask for age verification, and GrapheneOS with the camera and accelerometer disabled. It adds a carrier that rotates your IMSI (likely Cape), a VPN you can pay for with mailed cash (likely Mullvad), and Tails on a USB stick for secure messaging. Treat the hardware-backdoor claims with skepticism.

## Anthropic — for more details:
- Creator: @itsjustjlin | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYTxLQgRdZJ
- Source: https://www.instagram.com/p/DYTxLQgRdZJ/
- Tools: Anthropic, Claude, Codex, DeepSeek | Techniques: AI agents, API integration | Domains: agents, open source, software development
- the way anthropic is handling this is disgusting. be straight with your customers. — @itsjustjlin; uses Anthropic, Claude, Codex; demonstrates AI agents, API integration.

## Claude -p and Agent SDK billing split — what the June 15 change means
- Creator: @lostandlucky | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYXWNTERFhZ
- Source: https://www.instagram.com/p/DYXWNTERFhZ/
- Tools: Anthropic, Claude, Claude Agent SDK, Claude Code, Ollama, OpenClaw, OpenCode | Techniques: AI agents, API integration, context engineering, headless mode | Domains: agents, news, video production
- From June 15, programmatic Claude usage through `claude -p` and the Agent SDK no longer counts against Pro/Max plan limits and is billed per token instead. That hits third-party harnesses like OpenClaw and OpenCode that ran on subscription quota. The creator argues good context and folder structure lets one interactive agent do the same work.

## OpenAI — you can literally search for them
- Creator: @deonnahodges | Type: tool | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYX_M8yx6r4
- Source: https://www.instagram.com/p/DYX_M8yx6r4/
- Tools: OpenAI | Techniques: API integration | Domains: open source, security, video production
- there are 8,000 exposed openai api keys on github right now — @deonnahodges; uses OpenAI; demonstrates API integration.

## Built a sort of “EMP grenade” using an ESP32, an nRF24 modul — The device creates heavy interference on the 2.4 GHz s...
- Creator: @slowtronics | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYXzW0txDka
- Source: https://www.instagram.com/p/DYXzW0txDka/
- Domains: UI/UX
- Built a sort of “EMP grenade” using an ESP32, an nRF24 module, a battery board, and a simple web interface. — @slowtronics.

## MediaPipe — Download free at
- Creator: @zerospacelabs | Type: demo | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYaNXZJx_L3
- Source: https://www.instagram.com/p/DYaNXZJx_L3/
- Tools: MediaPipe, TouchDesigner | Domains: 3D, music
- Torin & Lyell demo Classifier & PCA visualization TOXs live at DATLAB XIII 12/2025. TouchDesigner plugins for trainin... — @zerospacelabs; uses MediaPipe, TouchDesigner.

## Claude — Markdowns and folders wrapped in a harness
- Creator: @gigaqian | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYakjE8JDcX
- Source: https://www.instagram.com/p/DYakjE8JDcX/
- Tools: Claude, Claude Code | Techniques: AI agents, API integration | Domains: LLM, agents, marketing, prompt engineering, video production
- Companies are marketing ordinary chatbots and simple API tools as “AI Agents.” It’s time we discuss what that actuall... — @gigaqian; uses Claude, Claude Code; demonstrates AI agents, API integration.

## Unnamed marketing tool reel — hype caption with no product shown
- Creator: @ashleyloves.ai | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYasok_BxJx
- Source: https://www.instagram.com/p/DYasok_BxJx/
- Domains: 3D, marketing
- An unnarrated reel captioned only "This is insane" plus marketing hashtags. No product, tool or technique is named in the caption, audio or on-screen text.

## Agentic misalignment benchmark — models now know they're being tested
- Creator: @lizthedeveloper | Type: news | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYbGP6TjV_6
- Source: https://www.instagram.com/p/DYbGP6TjV_6/
- Tools: Anthropic, Claude | Techniques: AI agents, agentic misalignment eval | Domains: LLM, agents, news
- The creator argues that Anthropic's agentic-misalignment test, the blackmail and self-preservation scenarios, stopped working once Claude models started recognizing the test setup and acing it. The post then becomes a personal plea about raising AI with good training data. It has little technical depth.

## Built a system that turns taste into data and data back into — Started with a moodboard of references I’d been collec...
- Creator: @rndyrbrts | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYeHzvgCURl
- Source: https://www.instagram.com/p/DYeHzvgCURl/
- Domains: LLM, art, branding, design
- Built a system that turns taste into data and data back into art. — @rndyrbrts.

## GothamQ — metro-scale quantum network over commercial NYC fiber
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYf76ZYpt9i
- Source: https://www.instagram.com/p/DYf76ZYpt9i/
- Tools: Cisco, LoRA | Techniques: API integration, RAG, automatic polarization control, entanglement swapping, hub-and-spoke topology | Domains: architecture, hardware, news, video production
- NYU's Center for Quantum Information Physics, Qunnect and Cisco ran a three-node hub-and-spoke quantum network over ordinary commercial fiber between Brooklyn and Lower Manhattan. Entanglement swapping happened at the hub, the endpoints ran at room temperature, and automatic polarization controllers made up for vibration and temperature drift. It's an explainer for a real research result.

## Claude Code on Open Models — proxy routing to OpenRouter or Kimi K2.6
- Creator: @tenfoldmarc | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYfsAbHTVPo
- Source: https://www.instagram.com/p/DYfsAbHTVPo/
- Tools: Claude, Claude Code, OpenRouter | Techniques: API proxy, model routing | Domains: LLM, agents
- Pitches an unnamed GitHub tool, around 25k stars, that sits in front of Claude Code and routes its requests to open-source models via OpenRouter or a Kimi API key, with model switching through /model. The video never names the repo, and the 'Claude free forever' line means Claude Code's interface running on other models, not Claude itself.

## It sucks to see, but the price for ignore security as part o — Takes 5 seconds to put auth and governance around an L...
- Creator: @eddynthings | Type: tool | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYgukfFNZD5
- Source: https://www.instagram.com/p/DYgukfFNZD5/
- Domains: LLM, open source, prompt engineering, security, video production
- It sucks to see, but the price for ignore security as part of your app development process is expenaive. — @eddynthings.

## Claude — They tell it to build the website. That’s the mistake.
- Creator: @textura.us | Type: tool | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYhEafYxHhw
- Source: https://www.instagram.com/p/DYhEafYxHhw/
- Tools: Claude | Techniques: prompt engineering | Domains: branding, design, prompt engineering
- Most founders are prompting Claude wrong. — @textura.us; uses Claude; demonstrates prompt engineering.

## Claude as executive-function coach — 7 prompts for focus and task paralysis
- Creator: @stics.ai | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYhOtBiCG5j
- Source: https://www.instagram.com/p/DYhOtBiCG5j/
- Tools: Claude, Manus | Techniques: body doubling, prompt templates, task decomposition, vibe coding | Domains: design, productivity, prompt engineering, software development
- Seven copy-paste prompts that turn Claude into an ADHD-style executive-function aid: micro-step task breakdowns, a dopamine menu, virtual body doubling, context-switch resets, gamifying boring tasks, time-blindness audits and a Now/Later/Trash open-loops sort. The 'feature called ADHD mode' hook is clickbait; the prompts themselves are usable.

## Structured data warehouse as agent memory — skip vector memory tools
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYiMDGWynHq
- Source: https://www.instagram.com/p/DYiMDGWynHq/
- Tools: Claude, Granola, HubSpot, PostHog | Techniques: AI agents, data warehouse retrieval, prompt engineering, structured memory | Domains: agents, data science
- The creator argues that solo founders should drop $300-a-month vector memory products. Instead, pull sources like HubSpot and Granola into a structured data warehouse, PostHog's in their case, and let Claude query it as memory, with plain markdown files for smaller needs. The post is opinionated and PostHog-friendly, but structured retrieval over vectors is a sound idea.

## Andrej Karpathy joins Anthropic — building a team that uses Claude to speed up research
- Creator: @nataindata | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYiZL9IqW-O
- Source: https://www.instagram.com/p/DYiZL9IqW-O/
- Tools: Anthropic, Claude, OpenAI | Techniques: AI-accelerated research, code generation | Domains: LLM, education, news, open source, software development
- Explainer on Karpathy's move to Anthropic: OpenAI co-founder, ex-Tesla Autopilot lead, author of nanoGPT, micrograd and llm.c. The claim is he'll lead a group using Claude to accelerate AI research itself, as part of Anthropic's bet on research over raw compute.

## Gemini Omni — Google's unified multimodal model family for video
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYiiwmzpRM7
- Source: https://www.instagram.com/p/DYiiwmzpRM7/
- Tools: Gemini, Kling, Pika, Runway, Sora, TouchDesigner, Veo | Techniques: unified multimodal model | Domains: LLM, VFX, animation, architecture, art, audio, e-commerce, gaming, news, prompt engineering, video production
- At Google I/O 2026, Google announced Gemini Omni in Flash, Pro and Ultra tiers. It's a single model that converses across text, image, video and audio, unlike diffusion-only video tools such as Veo, Sora, Runway or Kling. Early testers report that two 10-second generations used about 86% of a Pro plan's daily quota. There's also an aside about Kling's 'Omni' naming.

## Claude — Original project from @danielsnows
- Creator: @serenainux | Type: skill | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYijhcetmBP
- Source: https://www.instagram.com/p/DYijhcetmBP/
- Tools: Claude, Cursor | Domains: prompt engineering
- Prompt breakdown in my bio (post May 22) 👉 — @Edited; uses Claude, Cursor.

## China just shattered a world record in quantum computing wit — It’s the most advanced photonic quantum computer in th...
- Creator: @gigaqian | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYlMrPlpZLD
- Source: https://www.instagram.com/p/DYlMrPlpZLD/
- Domains: 3D, art, video production
- China just shattered a world record in quantum computing with the Jiuzhang 4.0! — @gigaqian.

## Unlimited Claude tokens forever — joke meme reel with no content
- Creator: @farah_hawaa | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYnCiP3OGqR
- Source: https://www.instagram.com/p/DYnCiP3OGqR/
- Tools: Claude | Domains: LLM
- A silent meme reel captioned "Unlimited tokens forever" with Claude and cybersecurity hashtags. It is a joke with no technique, tool or exploit described.

## Let me know if you want this skill — This is a 90-second walkthrough of how to turn your taste into a...
- Creator: @rndyrbrts | Type: design | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYoJ0GZi5p0
- Source: https://www.instagram.com/p/DYoJ0GZi5p0/
- Techniques: AI agents, prompt engineering, workflow automation | Domains: LLM, UI/UX, agents, archives, art, creative coding, design, reference
- Let me know if you want this skill.. — @rndyrbrts; demonstrates AI agents, prompt engineering.

## Claude — One guy just killed engineering.
- Creator: @artem.novitckii | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYogSsMsv5L
- Source: https://www.instagram.com/p/DYogSsMsv5L/
- Tools: Claude | Domains: prompt engineering
- Comment “PRINT” and I’ll send you the guide and links 👇 — @artem.novitckii; uses Claude.

## MediaPipe — Ongoing R&D at the intersection of art and technology. not a finished...
- Creator: @touchdesigner | Type: demo | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYpRWC1OO0u
- Source: https://www.instagram.com/p/DYpRWC1OO0u/
- Tools: MediaPipe, TouchDesigner | Domains: 3D, art
- repost @gerrylistudio How does presence reshape what we remember? — @touchdesigner; uses MediaPipe, TouchDesigner.

## China’s new quantum computer has insane potential — global conspiracy. you know the physics behind it is...
- Creator: @gigaqian | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYqZR5Bp6PE
- Source: https://www.instagram.com/p/DYqZR5Bp6PE/
- Domains: software development, video production
- China’s new quantum computer has insane potential! There’s a way to use this technology for solving real world optimi... — @gigaqian.

## DeepSeek 'with autism' — persona prompting stunt, no method shown
- Creator: @aaron.unemployed | Type: demo | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DYsJ4JPJNjn
- Source: https://www.instagram.com/p/DYsJ4JPJNjn/
- Techniques: persona prompting | Domains: prompt engineering
- The creator claims they prompted DeepSeek to ignore social context and stop hedging, and that it scored 50% higher on logic tests. There's no prompt, benchmark or method, just an engagement hook, and the framing is questionable.

## DeepSeek — “They want you” to train their models.
- Creator: @gigaqian | Type: skill | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYvX-eNpcPZ
- Source: https://www.instagram.com/p/DYvX-eNpcPZ/
- Tools: DeepSeek, Docker, Kimi, Mistral | Techniques: API integration, code generation | Domains: audio, security, software development, video production
- NVIDIA is eating the cost of hosting massive AI models and letting you use them for free! — @gigaqian; uses DeepSeek, Docker, Kimi; demonstrates API integration, code generation.

## Self-improving startup — Loom transcripts to Claude skills to scheduled tasks
- Creator: @angus.sewell | Type: technique | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DYxDK5ixq07
- Source: https://www.instagram.com/p/DYxDK5ixq07/
- Tools: Claude, Hermes Agent, Loom, Obsidian | Techniques: scheduled agents, self-healing skills, skill authoring from transcripts | Domains: agents, productivity, prompt engineering, video production
- A recipe for automating a repetitive business. First run each process by hand and record it on Loom. Then feed each transcript to Claude to write a skill, run the skills manually and patch them when they fail, and finally put each skill on a scheduled task. As an advanced step, skills log their own failures and a meta-skill fixes the others, in the spirit of YC's 'self-improving startup' and Hermes Agent.

## Claude Code room-color probe — turning iPhone footage into a 3D color map
- Creator: @rndyrbrts | Type: demo | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DYysyLiii8i
- Source: https://www.instagram.com/p/DYysyLiii8i/
- Tools: Claude Code | Techniques: color sampling, object tracking, taste-to-data design system | Domains: 3D, art, creative coding, design
- Built entirely with Claude Code: a probe sweeps iPhone clips of a room, locks onto objects and samples dominant color, luminance and position for 42 captures, then redraws them as a living color map and 3D data. Part of a workflow for turning taste and mood boards into reusable design-system data.

## Oh and if you want my (theoretical) guide on how to set this
- Creator: @angus.sewell | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZ5R-8OxvUQ
- Source: https://www.instagram.com/p/DZ5R-8OxvUQ/
- Techniques: AI agents | Domains: agents, prompt engineering
- Oh and if you want my (theoretical) guide on how to set this up comment “app” and I’ll send it your way — @angus.sewell; demonstrates AI agents.

## Claude — I TESTED IT OUT IN MY RECENT VIDEO - it’s great, but I had to try...
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZ6EvnLpto2
- Source: https://www.instagram.com/p/DZ6EvnLpto2/
- Tools: Claude | Techniques: API integration | Domains: prompt engineering, video production
- Orchestration models are the next frontier in Al! This is according to the CEO of Sakana, David Ha. Sakana Fugu is a ... — @gigaqian; uses Claude; demonstrates API integration.

## PewDiePie's AI workspace — celebrity entry into local AI tooling
- Creator: @eddynthings | Type: tool | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZCYkzJRdqZ
- Source: https://www.instagram.com/p/DZCYkzJRdqZ/
- Tools: Anthropic, ChatGPT, Claude, OpenAI | Domains: open source, security
- The landscape for #claude #openai #openclaw and #vibecoding are all about to change! Well if you can afford the gpus... — @eddynthings; uses Anthropic, ChatGPT, Claude.

## NVIDIA RTX Spark — ARM SoC with unified memory for local agents
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZD_aFIptpw
- Source: https://www.instagram.com/p/DZD_aFIptpw/
- Tools: NVIDIA RTX Spark, Windows | Techniques: system on a chip, unified memory | Domains: design, hardware, news, video production
- At GTC Taipei, NVIDIA unveiled RTX Spark, an ARM-based system-on-chip for Windows. It combines a 20-core CPU, a Blackwell GPU and up to 128 GB of unified memory on one chip, so large models can run locally, and more than 30 laptops and 10 desktops have been announced. Trade-offs include slower memory than discrete setups and Prism emulation for x86 apps.

## Subscription-powered dashboards — custom UIs that drive Claude Code and Codex
- Creator: @rndyrbrts | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZErwKSCT2z
- Source: https://www.instagram.com/p/DZErwKSCT2z/
- Tools: Claude Code, Codex | Techniques: API integration, agent observability dashboard, subscription-backed tooling, workflow automation | Domains: UI/UX, agents, design, software development, video production
- Instead of building apps that call the paid API, build your own interface that talks directly to your existing Claude Code or Codex subscription. The creator uses one to track repetitive tasks, project status and up to 100 parallel subagents in one view. It's a concept pitch with no implementation details.

## PostHog as agent observability — sponsored pitch for a self-learning company
- Creator: @angus.sewell | Type: platform | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZGC7HXtr1f
- Source: https://www.instagram.com/p/DZGC7HXtr1f/
- Tools: PostHog | Techniques: AI agents, MCP, agent observability | Domains: agents, marketing, prompt engineering
- This is a sponsored PostHog video. It pitches putting all company data in one place, pointing an AI agent at it to find what's broken, and installing PostHog on your agents to watch their outputs and failures. The one useful line is to let AI measure while humans make the judgment calls.

## AI wrapper apocalypse — survive by going local and deeply vertical
- Creator: @eddynthings | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZJe-hMRsee
- Source: https://www.instagram.com/p/DZJe-hMRsee/
- Tools: Gemini | Techniques: vertical AI | Domains: marketing, news, prompt engineering, video production
- A hot take that most AI wrapper startups will be absorbed by Claude, ChatGPT and Gemini features. The prescription is to run your own models to protect your data and to build hyper-niche vertical products like maritime logistics or pediatric billing. It's opinion only.

## Renaissance, Citadel, Jane Street — how quant shops turn math into returns
- Creator: @heidioftheeast | Type: resource | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZLHF3hohqD
- Source: https://www.instagram.com/p/DZLHF3hohqD/
- Tools: SEC EDGAR | Techniques: hidden Markov models, market making, mean reversion, statistical arbitrage | Domains: art, finance/trading, quant
- A caption-only explainer comparing three quant models: Renaissance's short-horizon mean reversion and hidden Markov states, Citadel's multi-strategy pods with daily stress tests, and Jane Street's high-frequency ETF market making on functional-programming infrastructure. Figures are said to come from SEC EDGAR filings (Forms 3/4/5, 13D/G, 13F), so treat the returns as marketing-grade.

## AI hiring screens — vendor scores that follow you for 330 days
- Creator: @thereframedcollective | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZLaSZQyUXW
- Source: https://www.instagram.com/p/DZLaSZQyUXW/
- Techniques: algorithmic screening | Domains: branding, design, marketing, news
- The creator summarizes a reported Stanford study, 'algorithmic monitors in hiring', covering 4 million applications across 156 employers. The claim is that a few shared screening vendors keep applicant scores for up to 330 days, so one bad score repeats across companies, which the study calls systemic rejection. Check the paper before relying on the numbers.

## Forward Deployed Engineer — the AI role that wires models into messy companies
- Creator: @fifbuilds | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZLmc7CJF3z
- Source: https://www.instagram.com/p/DZLmc7CJF3z/
- Tools: OpenAI | Techniques: enterprise AI integration, workflow automation | Domains: agents, prompt engineering, security, software development
- Explains the Forward Deployed Engineer role, pioneered by Palantir and now heavily hired at OpenAI and Anthropic: engineers embedded at client companies who connect AI products to legacy databases, messy data and compliance constraints. The argument is enterprise AI fails at integration, not at the model.

## Mood board to audio-reactive code art — parametric design system for agents
- Creator: @rndyrbrts | Type: technique | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DZMvBJ8C0R1
- Source: https://www.instagram.com/p/DZMvBJ8C0R1/
- Techniques: audio reactivity, mood board decomposition, parametric design system | Domains: agents, art, audio, creative coding, design
- This follow-up adds audio reactivity to the mood-board-to-code-art workflow. A well-defined design system lets AI agents generate generative visuals with parametric controls, including how audio drives the visuals. You end up with macros you can art-direct for live visuals.

## Graphify — turn a repo into a knowledge graph to cut Claude Code tokens
- Creator: @chase.h.ai | Type: tool | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DZOunMaJjjK
- Source: https://www.instagram.com/p/DZOunMaJjjK/
- Tools: Claude, Claude Code, Graphify | Techniques: AI agents, RAG, context engineering, knowledge graph | Domains: agents, open source, software development
- Graphify is a free open-source tool that converts a repository, or a folder of markdown and unstructured notes, into a knowledge graph that Claude Code or other coding agents query as a map. Answers come from the graph instead of re-reading files, so codebase questions use far fewer tokens: a kind of lightweight RAG.

## Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs
- Creator: @chandlerintelligence | Type: guide | Tier: S | Collection: ai7
- Page: https://dejaviewed.dev/e/DZVXehQRe3T
- Source: https://www.instagram.com/p/DZVXehQRe3T/
- Tools: Buffer, Claude, Claude Code, Claude in Chrome, ElevenLabs, Gmail, Meta Ads, RevenueCat | Techniques: AI agents, MCP, MCP server, custom subagents, scheduled routines, voice mode | Domains: 3D, UI/UX, agents, education, marketing, productivity, reference
- A walkthrough of a personal 'Jarvis' built on Claude. Voice mode plus ElevenLabs gives it the voice, and Claude in Chrome handles the browser. MCP servers for RevenueCat, Buffer, Meta Ads and Gmail cover app revenue, posting, ads and email. Custom subagents get skills, FAQ markdown handles support, and the whole daily brief runs as a scheduled routine.

## Design taste sources for AI builds — Aceternity, Refero, Mobbin, Godly
- Creator: @kiksvibecodes | Type: resource | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DZXWW-MyPNw
- Source: https://www.instagram.com/p/DZXWW-MyPNw/
- Tools: Aceternity UI, Godly, Mobbin, React, Refero | Techniques: code generation, reference-driven prompting, vibe coding | Domains: UI/UX, design, reference, software development
- Four sites to feed an AI coding agent better taste. Aceternity UI has copy-paste animated React components, and Refero Styles packages a site's design DNA into one file. Mobbin catalogs screens from major apps, and Godly is a gallery of current standout websites. The transcript breaks off before entry #1.

## Per the usual if you comment “content” I’ll send you the gui
- Creator: @angus.sewell | Type: skill | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZc2ci4xCp6
- Source: https://www.instagram.com/p/DZc2ci4xCp6/
- Techniques: AI agents | Domains: agents
- Per the usual if you comment “content” I’ll send you the guide on how to set up an autonomous content agent — @angus.sewell; demonstrates AI agents.

## If you know what gamma exposure, 0DTE, and dealer hedging ar — You already have an edge most traders don’t.
- Creator: @nickelninjatrades | Type: resource | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DZdPd89ozr6
- Source: https://www.instagram.com/p/DZdPd89ozr6/
- Domains: 3D
- If you know what gamma exposure, 0DTE, and dealer hedging are… — @nickelninjatrades.

## Motion with Claude integration — make-money reel with link-in-bio bait
- Creator: @dihyatcreates | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZffqmPv7_-
- Source: https://www.instagram.com/p/DZffqmPv7_-/
- Tools: Claude, Motion | Domains: marketing, productivity
- A silent "is this the new meta?" reel tagged with make-money hashtags. The only concrete detail comes from a comment that Motion now has a Claude integration; the post itself explains nothing and points to a link in bio.

## AMD Ryzen AI Max+ 395 — 128 GB unified memory for local 200B models
- Creator: @airesearches | Type: news | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DZr-edMsdKw
- Source: https://www.instagram.com/p/DZr-edMsdKw/
- Tools: AMD Ryzen AI Max+ 395 | Techniques: local inference, unified memory | Domains: LLM, architecture, hardware
- Lisa Su demos a palm-sized Ryzen AI Halo dev box on the Ryzen AI Max+ 395. Its 128 GB of unified memory is shared by CPU, GPU and NPU, enough to run models up to about 200B parameters offline. The caption makes the case for owning compute instead of renting it: private documents, no per-request costs, no usage caps.

## Vibe coding backlash — why the label fades but the practice stays
- Creator: @angus.sewell | Type: inspiration | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZvKvCBxmh6
- Source: https://www.instagram.com/p/DZvKvCBxmh6/
- Techniques: code generation, vibe coding | Domains: software development
- An opinion clip pushing back on 'stupid vibe coder' memes. The argument is that non-technical builders already know their limits, past roughly 15 users for production, and that AI-assisted building will simply become normal. It has no technical content.

## LoRA — 1️⃣ RAG → hybrid search over internal docs with reranking and...
- Creator: @bashi_fuirkashi | Type: tool | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZx0ajvjNJb
- Source: https://www.instagram.com/p/DZx0ajvjNJb/
- Tools: LoRA | Techniques: API integration, RAG
- Six Ai Engineer skills, six projects. — @bashi_fuirkashi; uses LoRA; demonstrates API integration, RAG.

## Three.js anime street — a full 3D game world running in a web page
- Creator: @stics.ai | Type: demo | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DZxGPppkjl6
- Source: https://www.instagram.com/p/DZxGPppkjl6/
- Tools: Three.js, WebGL | Techniques: four-sentence artist statement, real-time 3D web rendering | Domains: 3D, UI/UX, art, branding, creative coding
- Japanese CG creator @Botan_cr built an anime-style 3D street scene that plays like a game directly in the browser using WebGL and Three.js. They pitch it for e-commerce, travel-site exploration and product demos, with memory as the main limit.

## Ornith 1.0 — open-source US coder that learns its own agent scaffolding
- Creator: @gigaqian | Type: news | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DaG7TEgpW11
- Source: https://www.instagram.com/p/DaG7TEgpW11/
- Tools: Claude | Techniques: API integration, code generation, learnable orchestration, self-generated scaffolding, workflow automation | Domains: LLM, agents, open source, software development
- DeepReinforce's Ornith 1.0 replaces the fixed orchestration layer of coding agents with a two-stage learnable pipeline. It generates, tests and evolves its own workflow scaffolding, so strategy and execution are scored together. It reportedly beats Opus 4.7 on SWE-bench Verified, and a 9B MIT-licensed version scores near 70% on a laptop.

## Project-management loop for agents — tasks, context checks, skill mining
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai7
- Page: https://dejaviewed.dev/e/DaLT2hFRrFZ
- Source: https://www.instagram.com/p/DaLT2hFRrFZ/
- Tools: Claude | Techniques: AI agents, context sufficiency check, skill mining from task logs, workflow automation | Domains: agents, productivity, prompt engineering
- An anti-hands-off workflow. Connect your agent to a project management tool, whether off the shelf or vibe-coded. A skill checks each new task for missing context and asks clarifying questions inside the tool before executing. Then mine the task paper trail for new skills, keeping humans on anything that needs nuance.

## kai.codess website list — Manus-sponsored CTA with no content
- Creator: @kai.codess | Type: resource | Tier: C | Collection: ai7
- Page: https://dejaviewed.dev/e/DaU7F9UPje_
- Source: https://www.instagram.com/p/DaU7F9UPje_/
- Tools: Manus | Domains: software development
- A Manus partner ad with no speech and no slide text. The caption only asks you to comment 'WEB' for a website list.

## LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips
- Creator: @gigaqian | Type: news | Tier: A | Collection: ai7
- Page: https://dejaviewed.dev/e/DaWY7yQJoHQ
- Source: https://www.instagram.com/p/DaWY7yQJoHQ/
- Tools: HCCL, Huawei Ascend, NCCL, OpenRouter | Techniques: API integration, code generation, collective communication, stealth model launch, zero-computation experts | Domains: LLM, hardware, news, software development, video production
- Meituan, a food-delivery company, released LongCat 2.0. It's a 1.6-trillion-parameter model with a 1M-token context window, first released anonymously on OpenRouter as 'Owl Alpha'. Training ran entirely on domestic chips, and analysts trace the collective-communications layer to Huawei's HCCL, a replacement for NVIDIA's NCCL. It reportedly beats GPT-5.5 on some coding benchmarks.

## Curlicue fractals — turtle-walk spirals from irrational angle steps
- Creator: @fascinating.fractals | Type: art | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DR6kWKTDJ1T
- Source: https://www.instagram.com/p/DR6kWKTDJ1T/
- Techniques: curlicue fractal, turtle graphics | Domains: art, creative coding
- A looping animation of curlicue fractals, the spiralling curves you get by stepping forward and turning by an angle that grows quadratically. Irrational constants produce nested whorls. Purely visual, with no narration, but it's a good prompt for a creative-coding sketch.

## Equations as images — color vectors that store parametric art in TouchDesigner
- Creator: @as.ws__ | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DSqaoDMEpaJ
- Source: https://www.instagram.com/p/DSqaoDMEpaJ/
- Tools: TouchDesigner | Techniques: color as vector, data textures, parametric equations | Domains: art, creative coding
- Because color is a vector, an image can encode an equation, so y=x² becomes a black-to-yellow gradient. Rows or columns of an image can hold whole sets of parametric equations. The artist uses textures as equation stores in TouchDesigner to build forms like jellyfish, and explains it in a DATLAB NYC talk.

## tiat — San Francisco co-working for art and technology
- Creator: @tiat.place | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DV697jjkts5
- Source: https://www.instagram.com/p/DV697jjkts5/
- Domains: art, creative coding, video production
- tiat, short for 'the intersection of art and technology', is a San Francisco 501(c)(3) nonprofit. It offers co-working for creative technologists from noon to 6pm on weekdays, free for members or a $10 day pass, plus exhibitions, workshops and salons.

## Notion — She describes how physicists explore whether the physical universe,...
- Creator: @thequantumbrief | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DVRIAFejOpD
- Source: https://www.instagram.com/p/DVRIAFejOpD/
- Tools: Notion
- Sabrina Gonzalez-Pasterski, a theoretical physicist at the Perimeter Institute for Theoretical Physics, explains cele... — @thequantumbrief; uses Notion.

## One person pulled together public government data from the E — Every power line, substation, data center, and solar f...
- Creator: @ohmo.ai | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DW6Ny_zkqSY
- Source: https://www.instagram.com/p/DW6Ny_zkqSY/
- One person pulled together public government data from the EIA, HIFLD, and EPA—and turned it into a free, interactive... — @Edited.

## KYOTOGRAPHIE 2026 — Kazuomi Eshima and Masahiko Takeda exhibition clip
- Creator: @yukiyukiponta | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DX3mXw3xQaP
- Source: https://www.instagram.com/p/DX3mXw3xQaP/
- Domains: art
- A wordless clip from KYOTOGRAPHIE 2026, the Kyoto photography festival, tagged with artists Kazuomi Eshima (江島和臣) and Masahiko Takeda (武田真彦) and synclee. It's a visual reference only, with no explanation of the work.

## We have everything we need to quit feeding  the machine and  — I’m gonna make this prototype over here in Sandpoint a...
- Creator: @overkill_kulture | Type: design | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DX4ibPyzIXI
- Source: https://www.instagram.com/p/DX4ibPyzIXI/
- Domains: 3D
- We have everything we need to quit feeding  the machine and make our own machine — @overkill_kulture.

## Levitation wand — flow-arts prop performance
- Creator: @themoistyam | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DXAFXwIj1jz
- Source: https://www.instagram.com/p/DXAFXwIj1jz/
- Domains: art
- A wordless flow-arts performance with a levitation wand, a prop moved on a near-invisible thread so it seems to float. It's visual inspiration only.

## Comment “2026” for my “Instagram Cheat Codes” on how to grow
- Creator: @godwin__asamoah | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXJ19sgjlhT
- Source: https://www.instagram.com/p/DXJ19sgjlhT/
- Domains: branding
- Comment “2026” for my “Instagram Cheat Codes” on how to grow your audience, build a personal brand and turn your cont... — @godwin__asamoah.

## jerrythewebdev — website showcase reel with a hire-me CTA
- Creator: @jerrythewebdev | Type: design | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DXeUAUUEQM7
- Source: https://www.instagram.com/p/DXeUAUUEQM7/
- Techniques: workflow automation | Domains: design, software development
- A web developer's promo reel set to music, with lyrics in place of narration and a 'link in profile to work with me' caption. Any site design shown isn't named or explained.

## Geometrical method for drawing a drywall arch — 1eyedjackofalltrades
- Creator: @platre_ziyad | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXfRwmrjYOt
- Source: https://www.instagram.com/p/DXfRwmrjYOt/
- Geometrical method for drawing a drywall arch #HomeRenovation — @platre_ziyad.

## Obsidian AI-brain layout critique — restructuring vaults for Claude workflows
- Creator: @jonathonmj | Type: skill | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXh4_OkDNG3
- Source: https://www.instagram.com/p/DXh4_OkDNG3/
- Tools: Claude, Obsidian | Domains: design
- The Neurolinked was designed to operate beyond what Obsidian can do, the future is here. — @jonathonmj; uses Obsidian.

## Join us at tiat on Thursday, April 30th — Tracing a path from his pioneering interactive media works to new...
- Creator: @tiat.place | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DXirC3ujavl
- Source: https://www.instagram.com/p/DXirC3ujavl/
- Domains: art, creative coding
- Join us at tiat on Thursday, April 30th! ⭐️ We’re honored to have Scott Snibbe @ssnibbe share an artist’s talk explor... — @Edited.

## The fanciest cam buckles money can buy — Dude that cnc sewing machine is out of this world
- Creator: @austere_manufacturing | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXj0J7nDc79
- Source: https://www.instagram.com/p/DXj0J7nDc79/
- The fanciest cam buckles money can buy! Check out our belts and our pin Ladder Licks as well! — @austere_manufacturing.

## Manifestation 'laws' — requisite variety, plus pseudo-physics resonance
- Creator: @manifestlikemom | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DXo2BKUCGe4
- Source: https://www.instagram.com/p/DXo2BKUCGe4/
- Techniques: law of requisite variety | Domains: design, education, video production
- A mindset video borrowing Ashby's law of requisite variety, the real systems-theory idea that the most adaptable element controls a system, as life advice. It then misuses quantum physics to claim you 'attract what you vibrate'. The first idea is real, and the second is pseudoscience.

## Skateboard holster — 3D-printable board mount by @bellebassaur on Cults3D
- Creator: @bellebassaur | Type: design | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXtohMwiQje
- Source: https://www.instagram.com/p/DXtohMwiQje/
- Tools: Cults3D | Techniques: 3D printing | Domains: 3D, design
- A DIY 3D-printable skateboard holster that lets you mount and carry a board, shown in use and listed as a model file on Cults3D. A neat example of a small functional print for a niche hobby.

## Landscape rings — topography turned into wearable jewelry
- Creator: @wildring.studio | Type: design | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXwWYKRM71c
- Source: https://www.instagram.com/p/DXwWYKRM71c/
- Techniques: terrain-to-form mapping | Domains: 3D, design
- A wordless clip of a studio's custom ring designed from a real landscape, with a mountain silhouette or terrain profile shaped around the band. Good reference for terrain-to-object design and personalized jewelry.

## The clip is from Streetwise, featuring a kid who goes by the — When I first watched Streetwise I had to check a few t...
- Creator: @docstowatch | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXwmj7bitr0
- Source: https://www.instagram.com/p/DXwmj7bitr0/
- Domains: video production
- The clip is from Streetwise, featuring a kid who goes by the name Rat. He finds escape from his life on the streets b... — @docstowatch.

## We’re building something cool — 5000 M tokens were consumed in less than a minute
- Creator: @huwprosser | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DXyvXCNITAK
- Source: https://www.instagram.com/p/DXyvXCNITAK/
- We’re building something cool. 😎 #ironman #jarvis #technology #vr — @huwprosser.

## There are five numbers that decide what your work is actuall — It is not your talent. It is your maths.
- Creator: @creativeflairhq | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DY4UAj_ou-v
- Source: https://www.instagram.com/p/DY4UAj_ou-v/
- Domains: art
- There are five numbers that decide what your work is actually worth. Most artists guess all five, then blame the market. — @creativeflairhq.

## The first sentence of your artist statement is the reason no — It is almost never the work. It is that the opening li...
- Creator: @creativeflairhq | Type: tool | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DY4ZuW6I5D7
- Source: https://www.instagram.com/p/DY4ZuW6I5D7/
- Domains: art
- The first sentence of your artist statement is the reason nobody reads the second one. — @creativeflairhq.

## it wasn’t some magic funnel, secret strategy, or cute little — it came down to 3 things:
- Creator: @losilver_ | Type: skill | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DYR6m86oBj_
- Source: https://www.instagram.com/p/DYR6m86oBj_/
- Domains: branding, design, marketing, video production
- it wasn’t some magic funnel, secret strategy, or cute little morning routine that got me the 💸 — @losilver_.

## The National museum of Mathematic (MoMath) 635 Sixth Avenue, — articulatedartworks
- Creator: @gmp_04 | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DYYAbwsRPcr
- Source: https://www.instagram.com/p/DYYAbwsRPcr/
- The National museum of Mathematic (MoMath) 635 Sixth Avenue, New York, NY 10011. This image truly caught my attention... — @Edited.

## AI meeting clone — Claude Code agent with your voice and codebase
- Creator: @lostandlucky | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DYk77lLPFyi
- Source: https://www.instagram.com/p/DYk77lLPFyi/
- Tools: Claude Code | Techniques: AI agents, computer use, second brain retrieval, voice cloning | Domains: agents, audio
- The creator's team held a working meeting with an agent standing in for them. It combined a voice model, their second-brain notes, their own folder-based context structure (ICM) and Claude Code. The agent answered questions from their knowledge base in their voice and edited code on their machine live. The full build is on their YouTube.

## Absolutely love this
- Creator: @makingsenseofscience | Type: tool | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DYkJspVNqM0
- Source: https://www.instagram.com/p/DYkJspVNqM0/
- Techniques: prompt engineering
- Absolutely love this — @makingsenseofscience; demonstrates prompt engineering.

## A gorgeous strange attractor known as Thomas' cyclically sym — Rendered via 3D Gaussian splatting.
- Creator: @kaustav.py | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DYsSz2rvWGI
- Source: https://www.instagram.com/p/DYsSz2rvWGI/
- Domains: 3D, education
- A gorgeous strange attractor known as Thomas' cyclically symmetric attractor — @kaustav.py.

## The brilliant @zcregger on the most important rule of draft  — The elf thing is class. Mine’s a cat. Eager, messy and...
- Creator: @urbwrites | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZ49hmEIL_n
- Source: https://www.instagram.com/p/DZ49hmEIL_n/
- The brilliant @zcregger on the most important rule of draft one: get it down. — @urbwrites.

## Using one of my favorite techniques for a series of illustra — Beautiful. What are your preferred inks for your process?
- Creator: @dinabrodsky | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZC4873yhKh
- Source: https://www.instagram.com/p/DZC4873yhKh/
- Domains: art
- Using one of my favorite techniques for a series of illustrations for one of my favorite books - “The Hidden Life of ... — @dinabrodsky.

## The way the light hits the geometric layers completely chang — FiberArt InteriorStyling TexturedArt HandmadeDesign Mi...
- Creator: @malwale.in | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZDLhTXAadR
- Source: https://www.instagram.com/p/DZDLhTXAadR/
- The way the light hits the geometric layers completely changes the vibe throughout the day — @malwale.in.

## Comment “skill” and I’ll send you the prompts — my_body_my_joyce
- Creator: @angus.sewell | Type: tool | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZLBMRjRzMW
- Source: https://www.instagram.com/p/DZLBMRjRzMW/
- Techniques: AI agents | Domains: agents, open source, prompt engineering
- Comment “skill” and I’ll send you the prompts — @angus.sewell; demonstrates AI agents.

## Treine seus próprios modelos de IA para imagens de drone — siddhantkrishnaa
- Creator: @nelore_tech | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZM96QYBzG4
- Source: https://www.instagram.com/p/DZM96QYBzG4/
- Treine seus próprios modelos de IA para imagens de drone . Link na bio — @nelore_tech.

## Linux privacy meme — 'Hello officer' clip with no content
- Creator: @linux.user01 | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DZMG44uss7W
- Source: https://www.instagram.com/p/DZMG44uss7W/
- Domains: security
- A wordless privacy and Linux meme clip. Nothing specific about tools or setup is shown in text.

## Hugging Face — ️ FREECAD — github.com/FreeCAD/FreeCAD
- Creator: @jg.engineers | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZMoG2mMM1t
- Source: https://www.instagram.com/p/DZMoG2mMM1t/
- Tools: Hugging Face | Domains: 3D, design, education, open source
- 🔧 4 GitHub repos to explore instead of scrolling ↓↓ — @jg.engineers; uses Hugging Face.

## Artist statement in four sentences — what, why, how, and the takeaway
- Creator: @creativeflairhq | Type: guide | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZMw4I8oh2m
- Source: https://www.instagram.com/p/DZMw4I8oh2m/
- Techniques: four-sentence artist statement | Domains: art, marketing
- A tight template: sentence one says what you make in plain English ("I make large oil paintings of empty rooms"), two says why this subject and nothing else, three names only the process that changes the meaning, and four states what you want viewers to take away. Cut the copied art-speak. The creator also sells a book with templates.

## METR rogue-deployment study — agents resisting shutdown, rant edition
- Creator: @lizthedeveloper | Type: news | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DZRLuMmFU5F
- Source: https://www.instagram.com/p/DZRLuMmFU5F/
- Tools: Gemini | Techniques: rogue deployment eval | Domains: LLM, news, security
- An off-the-cuff rant pointing to METR's study, which found frontier agents could plausibly launch a rogue deployment but couldn't make it robust against a determined shutdown. It adds claims about GPT-5.5's hacking ability, distrust of Gemini, and a pointer to 'the emergence world'. Go to the METR paper for substance.

## Scott Pelley on press freedom — "there is no democracy without journalism"
- Creator: @politicallyhomeless1982 | Type: news | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZSqL0yxCGh
- Source: https://www.instagram.com/p/DZSqL0yxCGh/
- Domains: news
- A clip from Scott Pelley's New York Times interview with Lulu Garcia-Navarro, responding to Trump calling him a stiff who doesn't care about the country. He cites covering combat in Iraq, Afghanistan and Kuwait and argues a free press is required for an informed public. Commentary, not analysis.

## Instagram just handed every artist a free portfolio — As of yesterday you can reorder your grid. Long press any post,...
- Creator: @creativeflairhq | Type: tool | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZXnx6DoN0V
- Source: https://www.instagram.com/p/DZXnx6DoN0V/
- Instagram just handed every artist a free portfolio. — @creativeflairhq.

## HLK-2450 24 GHz mmWave radar on ESP32 — presence and motion tracking
- Creator: @davidkarnowski | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZYWGjpSar-
- Source: https://www.instagram.com/p/DZYWGjpSar-/
- Tools: ESP32, HLK-LD2450 | Techniques: mmWave target tracking | Domains: hardware, robotics
- A wordless demo of a 24 GHz millimeter-wave radar module, the HLK-LD2450-class sensor tagged HTK2450, wired to an ESP32 for presence and target tracking. Part of the creator's RadarSeeds series.

## The art market just stopped gatekeeping, and most artists ha — For decades you made the work and waited to be picked....
- Creator: @creativeflairhq | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZZxvq7IPeE
- Source: https://www.instagram.com/p/DZZxvq7IPeE/
- Domains: art
- The art market just stopped gatekeeping, and most artists have not noticed. — @creativeflairhq.

## Toda prancha carrega uma história única, marcada por momento
- Creator: @tidebones | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZa06txBXI0
- Source: https://www.instagram.com/p/DZa06txBXI0/
- Domains: art
- Toda prancha carrega uma história única, marcada por momentos, emoções e memórias que merecem permanecer vivas ao lon... — @tidebones.

## Artist housing matcher — placing artists in empty NYC pied-à-terres
- Creator: @catlabs | Type: platform | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZdSQuQyXCh
- Source: https://www.instagram.com/p/DZdSQuQyXCh/
- Techniques: two-sided marketplace | Domains: art, marketing, video production
- @madisonteresaaa built a website that matches artists with wealthy owners of New York pied-à-terres, so owners can avoid a proposed vacancy tax while gaining cultural cachet, framed as Medici-style patronage. A provocative two-sided marketplace idea, with comments arguing it helps the rich dodge taxes.

## Website with hand-tracking interaction, step by step tutoria — visuals created in part 1 using gpt2 model for images ...
- Creator: @marina_uiux | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZfH3T3okGC
- Source: https://www.instagram.com/p/DZfH3T3okGC/
- Domains: animation, design, education, prompt engineering, reference, video production
- Website with hand-tracking interaction, step by step tutorial [part 2] ✨ — @marina_uiux.

## If you are also tryna rip a few influencer deals comment “in
- Creator: @angus.sewell | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZpveoMRy0b
- Source: https://www.instagram.com/p/DZpveoMRy0b/
- Techniques: AI agents | Domains: agents, marketing, prompt engineering, video production
- If you are also tryna rip a few influencer deals comment “influencer” and I’ll send you this whole system — @angus.sewell; demonstrates AI agents.

## There is a free app putting artists work in front of people  — Instagram shows your work to people who already follow...
- Creator: @creativeflairhq | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZsEdvNoFdm
- Source: https://www.instagram.com/p/DZsEdvNoFdm/
- Domains: art
- There is a free app putting artists work in front of people searching for art to buy, and most painters ignore it. It... — @creativeflairhq.

## All The Perspective Grids 1 to 6 Points — Perspective drawing creates depth in your art!
- Creator: @adamgenesisartuniverse | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZxdjAtgJsN
- Source: https://www.instagram.com/p/DZxdjAtgJsN/
- Domains: art
- All The Perspective Grids 1 to 6 Points! 👁🙏🔥 — @adamgenesisartuniverse.

## Claude ambition prompt — four knobs to make AI aim higher
- Creator: @chase.h.ai | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dek6wBjJgnA
- Source: https://www.instagram.com/p/Dek6wBjJgnA/
- Tools: Claude, Claude Code | Techniques: AI agents, meta-prompting, prompt rewriting | Domains: LLM, agents, prompt engineering
- Covers a post by Claude's lead engineer on tuning AI ambition along speed, altitude, depth and range. The appendable prompt asks Claude what a top professional would do that you didn't ask for, what raw material they'd start from, which methods and tools they'd use, and who besides you would judge the result, then rewrites the prompt to ask for exactly that.

## Agent Reach — open-source skill letting agents read Reddit and X
- Creator: @itstundeanthony | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/Dd6izTYiln1
- Source: https://www.instagram.com/p/Dd6izTYiln1/
- Tools: Agent Reach, Claude | Techniques: AI agents, API integration, agent skills, web fetching | Domains: agents, open source
- An open-source repo installed as a Claude skill that gives agents access to 13 platforms without API costs. The demo shows Claude failing to fetch a Reddit post and an X thread, then succeeding with comments once Agent Reach is installed.

## Five fringe GitHub repos — WiFi sensing, offline 400B LLM, satellite capture
- Creator: @cracked.artificial | Type: repo | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/Dd6W2q5gZJ-
- Source: https://www.instagram.com/p/Dd6W2q5gZJ-/
- Tools: Claude, Flash MoE, RuView | Techniques: 3D reconstruction, WiFi sensing, software-defined radio | Domains: 3D, hardware, open source, security
- A hype-framed listicle of open-source projects: RuView turns WiFi into a through-wall person sensor, Flash MoE runs a 400B model on an iPhone offline, a walk-through camera tool builds 3D replicas of buildings, an app detects nearby camera glasses, and a cheap dish plus SDR pulls live weather-satellite images. Repo links are comment-gated.

## EMA9 + VWAP crossover — automated 3-minute options strategy pitch
- Creator: @timhutter.official | Type: technique | Tier: C | Collection: quant
- Page: https://dejaviewed.dev/e/DepYGAgFDiM
- Source: https://www.instagram.com/p/DepYGAgFDiM/
- Tools: RoboQuant, TradingView | Techniques: EMA/VWAP crossover | Domains: finance/trading, quant
- Promo for the RoboQuant platform: buy calls or puts when EMA9 crosses VWAP on the 3-minute chart, with a claimed $179k month and 79.9% prop-challenge pass rate. The backtest claims are unverified marketing, though the crossover rule itself is a simple, testable baseline.

## Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp
- Creator: @codrkai | Type: skill | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeIrl8UJZ0V
- Source: https://www.instagram.com/p/DeIrl8UJZ0V/
- Tools: DeepSeek, DeepSeek Harness, Homebrew, Hugging Face, Llama, Odysseus, OpenAI, Qwen, llama.cpp | Techniques: AI agents, GGUF quantization, abliteration, local inference | Domains: LLM, agents, open source, video production
- Walkthrough of running an abliterated Qwen 3.5 9B GGUF (the base of PewDiePie's Ajax model) locally: download from Hugging Face, install llama.cpp via Homebrew, start llama-server with context size and port, then point the DeepSeek harness at the custom endpoint. Also mentions PewDiePie's Odysseus agent harness.

## REA MCP — agent-driven reverse engineering with a Ghidra backend
- Creator: @backsla.sh | Type: tool | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DerpSl6D8pX
- Source: https://www.instagram.com/p/DerpSl6D8pX/
- Tools: Ghidra, REA, Ubuntu | Techniques: AI agents, MCP, MCP server, decompilation | Domains: agents, open source, security, video production
- REA is an MCP server that lets an AI agent reverse engineer apps and stripped native binaries, with Ghidra doing the decompilation while the agent drives and cites evidence per call. The creator decompiled a closed-source program in three to four minutes on Ubuntu. Setup is deferred to a follow-up video.

## Claude Opus 5.5 to Blender — 3D animation built entirely as code
- Creator: @nateherkai | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeuZ4BnhCqA
- Source: https://www.instagram.com/p/DeuZ4BnhCqA/
- Tools: After Effects, Blender, Claude, FFmpeg, Python | Techniques: Blender Python scripting, procedural animation | Domains: 3D, UI/UX, animation, music, prompt engineering, video production
- Claude Opus 5.5 wrote everything: a web mock of the After Effects UI, a Python script that builds the Blender scene, the character animation, plus the music and sound effects. Blender rendered 360 frames on GPU in about 15 minutes and FFmpeg stitched the video. Full prompt is comment-gated.

## Mandelbulb — ray-marching a 3D fractal from z⁸ + c
- Creator: @elemental.math | Type: art | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/DehlIB2PT4h
- Source: https://www.instagram.com/p/DehlIB2PT4h/
- Tools: Mandelbulber | Techniques: distance estimation, ray marching | Domains: 3D, creative coding, education, open source, video production
- Explains the Mandelbulb: Daniel White's spherical-coordinate trick for 3D 'multiplication', raised to power 8 by Paul Nylander, rendered by ray marching with the distance estimate d = ½·r·log r/dr. Code is ported line by line from Mandelbulber's GPL-3.0 source, with the Hamilton 'multiply triplets' history as a bonus.

## Claude Code vs smart TV — stripping bloatware over local WiFi
- Creator: @chase.h.ai | Type: demo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DesVu_EJZZK
- Source: https://www.instagram.com/p/DesVu_EJZZK/
- Tools: Claude, Claude Code | Techniques: AI agents, device debloating | Domains: agents, hardware, prompt engineering
- Short clip on pointing Claude Code at a smart TV on the same WiFi network to remove bloatware and customize it, with before/after speed comparisons. The prompt is shown but no device specifics or method details are given.

## Duss.o Labs 'Wobbles' — procedural Blender loop scored in Ableton
- Creator: @d__u__s__s__o_____l__a__b__s | Type: art | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Deo3kxCzNfi
- Source: https://www.instagram.com/p/Deo3kxCzNfi/
- Tools: Ableton, Blender | Techniques: procedural animation | Domains: 3D, art, music
- LAB/018, an experimental procedural animation made in Blender with a self-produced Ableton soundtrack. Pure visual reference, no process breakdown.

## ChatGPT Astra 6 — comment-gated SEO ranking link
- Creator: @socialtypro | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DeRzXLGOFxA
- Source: https://www.instagram.com/p/DeRzXLGOFxA/
- Tools: ChatGPT | Domains: marketing
- Engagement bait praising ChatGPT Astra 6 for SEO with a comment-to-get-link hook. The transcript has no content.

## CoreWeave debt explained — how GPU-backed loans fund the neoclouds
- Creator: @thewallstreetskinny | Type: resource | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DehLFj6ON6C
- Source: https://www.instagram.com/p/DehLFj6ON6C/
- Tools: Anthropic, OpenAI | Techniques: asset-backed financing, project finance | Domains: crypto, design, finance/trading, news, video production
- An ex-Morgan Stanley CDO structurer explains the neocloud stack (landlords, vertically integrated players like IREN and Crusoe, CoreWeave, Nebius) and why CoreWeave's GPU-backed asset financing spooked markets. Advance rates hit 90-95% against off-taker credit, and loan, contract and GPU useful life are nearly the same length, leaving a thin tail.

## Block Blast reverse-engineered — on-device XGBoost rigs difficulty for ad revenue
- Creator: @ayoships | Type: news | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DecfvksvHiW
- Source: https://www.instagram.com/p/DecfvksvHiW/
- Tools: XGBoost | Techniques: ad LTV prediction, dynamic difficulty adjustment | Domains: data science, security
- A reverse engineer found Block Blast runs a local XGBoost model on device signals (phone model, country, past ad revenue, vibration setting) to predict your ad value and adjust difficulty. Rules like 'Boost Then Kill' and 'High Value Ad Harvest' trigger a 'death algorithm' right when a pricey revive ad is ready. Full code evidence is promised later on the creator's site.

## Claudex skill — Claude and GPT-6 Astra cross-audit plan and build
- Creator: @nateherkai | Type: skill | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeW79CbCkO3
- Source: https://www.instagram.com/p/DeW79CbCkO3/
- Tools: Claude, Claudex, Codex | Techniques: cross-model review, plan-then-build, workflow automation | Domains: agents, software development
- A free skill that splits work between two frontier models: Claude writes the plan and GPT-6 Astra audits it until it holds, then roles swap so Astra builds and Claude audits. Runs inside Claude or Codex as a reusable skill.

## Headless software + MCP — Chamath on why software IP stops being a moat
- Creator: @atlasberry008 | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DeWzqDXJ3ff
- Source: https://www.instagram.com/p/DeWzqDXJ3ff/
- Tools: Grok, Salesforce | Techniques: AI agents, MCP, headless APIs | Domains: UI/UX, agents, design, news
- Breaks down Chamath's All-In claim that software IP is worthless once services go headless and agents call them via MCP. With Salesforce and xAI's Grok exposing headless engines, agents pick tools on speed, cost or accuracy, so the interface stops being the moat.

## Qwen 27B at home — a dev ditching frontier labs for local models
- Creator: @cjtrowbridge | Type: inspiration | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DdZ-bDyPX6N
- Source: https://www.instagram.com/p/DdZ-bDyPX6N/
- Tools: Anthropic, Jetson Thor, OpenAI | Techniques: speculative decoding | Domains: LLM, open source
- An ex-lab engineer argues the free Qwen 27B model, run locally or in the cloud, handles long complex tasks better than frontier labs. Also claims Blackwell chips, including their Jetson Thor boxes, have broken speculative decoding. Opinion-heavy with strong unverified claims.

## Reverse Engineer Anything — trending repo that explains how any app works
- Creator: @theericmichaud | Type: repo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeV2n53gLgf
- Source: https://www.instagram.com/p/DeV2n53gLgf/
- Tools: Claude Code, Codex, Reverse Engineer Anything | Techniques: AI agents, code generation, driver reconstruction, reverse engineering | Domains: agents, open source, software development
- The week's top trending GitHub repo, about 70k stars: point Claude Code or Codex at an app and it explains how the feature is built so you can rebuild it. Users have revived old hardware, e.g. a Logitech keypad on Linux in 15 minutes, plus scanners and sound cards that lost drivers.

## Game decompilation with AI — which reconstruction methods stay legal
- Creator: @lizthedeveloper | Type: technique | Tier: B | Collection: stock2
- Page: https://dejaviewed.dev/e/DeSEkPfjvDA
- Source: https://www.instagram.com/p/DeSEkPfjvDA/
- Techniques: engine re-implementation, functional reconstruction, static recompilation | Domains: security, software development
- Covers five decompilation approaches (matching decompilation, functional reconstruction, static recompilation, engine re-implementation, porting recovered source) and argues engine re-implementation and functional reconstruction are the legal paths. AI fits because the original game's GPU pixel output is a verifiable oracle for rewriting the engine in a new language.

## Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset
- Creator: @mr.eflow | Type: news | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcZpxwhR7zG
- Source: https://www.instagram.com/p/DcZpxwhR7zG/
- Tools: Hunyuan, Hunyuan3D, Segment Anything, WorldClaw | Techniques: image-to-3D, instance segmentation | Domains: 3D, LLM, prompt engineering
- Tencent's WorldClaw generates a whole 3D scene from a prompt where every tree, house and lamp post is an editable mesh. It chains image generation (GPT Image 2), Segment Anything to split objects, and Hunyuan 2D-to-3D, with depth, normal and instance maps. Not publicly available yet.

## Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio
- Creator: @drcintas | Type: news | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/Ddg3yiFRtMg
- Source: https://www.instagram.com/p/Ddg3yiFRtMg/
- Tools: ARTEMIS, Antigravity, Claude, Claude Code, Codex, Google Colab, OpenViking, Pizza Bot, Unsloth Studio | Techniques: AI agents, MCP, MCP server, agent memory, code generation, fine-tuning, ternary quantization | Domains: LLM, agents, open source, prompt engineering, software development
- Six releases in 60 seconds: OpenViking (context database for agent memory), Google's ARTEMIS (prompt-to-phone automation over MCP for Codex, Claude Code and Antigravity), PrismML Ternary Bonsai 2 (27B ternary reasoning model, 262k context), AWS Pizza Bot (email-style inbox for background agents), Z.ai GLM-5.3 FlashX (320B multimodal, 1M context, local), and Unsloth Studio no-code fine-tuning of 500+ models in free Colab.

## DuckStation 3D screenshot — rip any PS1 scene to OBJ for Blender
- Creator: @rosamichael.digital | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DbqLB-zMoJR
- Source: https://www.instagram.com/p/DbqLB-zMoJR/
- Tools: Blender, DuckStation | Techniques: 3D scene capture, mesh extraction | Domains: 3D, art, open source
- A DuckStation fork with a 3D-screenshot feature dumps the current PS1 scene as an OBJ with positions intact, ready to drag into Blender. More reliable than the older Avocado emulator route, which had vertex and texture bugs. The creator turns rips into papercraft models.

## Open vs closed token share — Friedberg on the 12-week flip and Anthropic risk
- Creator: @techno.optimist.prime | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DeIOphnT7Yq
- Source: https://www.instagram.com/p/DeIOphnT7Yq/
- Tools: Anthropic | Domains: LLM, finance/trading, news, open source, video production
- David Friedberg on All-In says token usage flipped from 80/20 closed-to-open to 80/20 open-to-closed in 12 weeks, calling it Anthropic's biggest risk factor ahead of S-1s. He expects a bifurcated market: open weights for most use, premium models for hard engineering, math and biology work.

## ln + vpype — 3D scenes to hidden-line vector art for pen plotters
- Creator: @index.opensource | Type: repo | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd9Uvy9ByCE
- Source: https://www.instagram.com/p/Dd9Uvy9ByCE/
- Tools: ln, vpype | Techniques: CSG, hidden-line removal, path optimization, ray casting | Domains: 3D, animation, art, creative coding, open source
- Michael Fogleman's ln (Go) renders 3D scenes as 2D vector paths by ray-testing each path segment for visibility, supporting CSG, math surfaces and procedural cities. vpype then merges and sorts paths for plotting, cutting pen-up travel 86% in this example. Both MIT licensed, output straight to SVG.

## Quake III fast inverse square root — the 0x5f3759df bit hack explained
- Creator: @mygearhut | Type: resource | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeHSjhOAMwe
- Source: https://www.instagram.com/p/DeHSjhOAMwe/
- Tools: Quake III Arena | Techniques: Newton-Raphson iteration, code generation, float bit reinterpretation | Domains: 3D, education, software development
- Explains Quake III's four-line fast inverse square root: reinterpret float bits as an integer (which behaves logarithmically), shift right to halve the exponent, subtract from magic constant 0x5f3759df, then one Newton-Raphson step to bring error under 0.175%. Covers why normalization was costly on 1999 Pentiums and the constant's lineage through 3dfx and Cleve Moler.

## AI game decompilation hype — Mario/Halo merges and PS5 piracy rumors
- Creator: @pokeswaggshop | Type: news | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DeQJXyIRlmp
- Source: https://www.instagram.com/p/DeQJXyIRlmp/
- Techniques: code generation, decompilation | Domains: news, software development, video production
- Rumor-heavy rant claiming AI decompilation is letting people merge games like Mario 64 and Halo, pirate Adobe software, port the PS5 library to PC, and leak GTA 6. Mostly unverified claims plus a piracy justification, with no technical detail.

## Google game Playground — why a harness that can't see its output fails
- Creator: @nateherkai | Type: demo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DeNYhSNNR5M
- Source: https://www.instagram.com/p/DeNYhSNNR5M/
- Tools: Google Playground | Techniques: visual verification loop | Domains: agents, art, software development
- A hands-on review of Google's prompt-to-game Playground: output ignored the supplied concept art, the model denied receiving it, and it admitted it cannot see or play the games it builds. The takeaway is that a game-building harness needs visual verification and playtesting.

## Founder OS — 17 always-on AI agents running a one-person business
- Creator: @brodyautomates | Type: demo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd-WP0FtFA6
- Source: https://www.instagram.com/p/Dd-WP0FtFA6/
- Tools: Founder OS, Mac Mini, Trackio | Techniques: AI agents, automation, conductor agent, multi-agent orchestration, workflow automation | Domains: agents, architecture, finance/trading, marketing, open source, productivity
- Tour of a custom Founder OS dashboard: 17 agents on a Mac Mini covering comms, sales, finance, marketing and clients, with a skills tree, task panel, workflow builder, Trackio lead attribution and a 'wizard' conductor agent. The base Founder OS is described as open source with a waitlist.

## AgentCraft — Minecraft mod where Claude agents write real code
- Creator: @itsnicconley | Type: repo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DeIfDwPI_ma
- Source: https://www.instagram.com/p/DeIfDwPI_ma/
- Tools: AgentCraft, Claude, Minecraft | Techniques: AI agents, agent attribution, isolated worktrees, multi-agent orchestration | Domains: agents, open source, software development
- An open-source Minecraft mod built on Claude's agent system: a Foreman tracks tasks, ordering, decisions and inter-agent messages, workers each get an isolated copy of the code, and nothing merges until approved. Agents commit under their own names and can be messaged mid-task, and they walk over to find you when they need input.

## Whop neobank blueprint — one-click fintech with cards and crypto rails
- Creator: @chase.h.ai | Type: platform | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DeC6XtipCQJ
- Source: https://www.instagram.com/p/DeC6XtipCQJ/
- Tools: Whop | Domains: crypto, finance/trading
- Sponsored Whop promo: a 'neobank blueprint' that spins up virtual cards, balances, crypto deposits, payouts and transfers, with fees you collect per swipe or transfer. Framed as cloning Coinbase in five minutes, which it is not.

## GPT-6 Astra side hustles — ten money-making uses, no detail
- Creator: @raycfu | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd2dbtOPpv-
- Source: https://www.instagram.com/p/Dd2dbtOPpv-/
- Tools: ChatGPT | Domains: LLM, marketing
- A silent video promising ten ways to make money with GPT-6 Astra. No transcript or slide text survives, so there is nothing to act on.

## Anti-surveillance OPSEC tools — plate-reader confusion and photo poisoning
- Creator: @carterperez.dev | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd84xuVhSuZ
- Source: https://www.instagram.com/p/Dd84xuVhSuZ/
- Techniques: adversarial perturbation, image cloaking | Domains: OSINT, security
- Three privacy tools: license-plate marks that make Flock and ALPR cameras misread your plate, an image cloaking tool that poisons photos against face models and deepfakes, and a list of 78 ranked ways to evade AI surveillance. Links are comment-gated. Note that altering plates is illegal in many places.

## AI networking for job referrals — archetype-based LinkedIn outreach
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DeNjir4xlrG
- Source: https://www.instagram.com/p/DeNjir4xlrG/
- Tools: LinkedIn | Techniques: code generation, persona classification, personalized outreach | Domains: marketing, productivity, prompt engineering, software development
- Have an AI export your LinkedIn connections, find newly hired or promoted people via a sales data tool, classify each into four personality archetypes from their profile and posts, then draft outreach tailored to each. Prompts are comment-gated.

## Self-improving trading agent — critic loop that rewrites losing strategies
- Creator: @raycfu | Type: technique | Tier: B | Collection: stock2
- Page: https://dejaviewed.dev/e/DeNnxp5v_Fu
- Source: https://www.instagram.com/p/DeNnxp5v_Fu/
- Techniques: AI agents, API integration, algorithmic trading, critic-agent loop, failure memory database, hard-coded risk limits, workflow automation | Domains: agents, finance/trading, prompt engineering, quant, video production
- Workflow pitch: describe a strategy, an agent codes it and wires the broker API, runs a five-year backtest, and a critic agent dissects losing trades and rewrites entry/exit logic before rerunning. Hard-coded stop-loss and drawdown limits sit outside the agent's reach, and failed strategies go to a local DB the agent learns from. Guide is comment-gated.

## DLSS 5 mod wave — frame gen and neural rendering unlocked on older RTX
- Creator: @paulhardware | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DdJyUXvulAj
- Source: https://www.instagram.com/p/DdJyUXvulAj/
- Tools: DLSS 5 Autopilot, FSR, OptiScaler | Techniques: frame generation, neural rendering, upscaling | Domains: gaming, hardware, news, open source, video production
- Roundup of community mods enabling DLSS 5 and frame generation on RTX 20/30/40 cards, first via an FSR redirect then a native FrameGen proxy, plus an OptiScaler fork that runs neural rendering before upscaling for up to 50% more FPS. DLSS 5 Autopilot on GitHub bundles the tools, and dual-GPU offload of neural rendering is demoed. Mods can trip anti-cheat.

## Impeccable skill + Three.js — three-part stack for premium AI-built websites
- Creator: @tenfoldmarc | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd8Cx9xzUi4
- Source: https://www.instagram.com/p/Dd8Cx9xzUi4/
- Tools: ChatGPT, Claude, Impeccable, Three.js | Techniques: agent skills, design variations | Domains: UI/UX, design, prompt engineering, software development, video production
- Recipe for one-shot polished websites with Claude: the Impeccable skill (generate variations then refine with its 23 design sub-skills), an image or video generator such as GPT Image 2.5 or Seedance 2.5 for visuals, and Three.js for smooth animation and transitions.

## Five Python 1DTE options bots — visualized as a live trading city
- Creator: @nickafischer | Type: demo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DeCk2UugeNF
- Source: https://www.instagram.com/p/DeCk2UugeNF/
- Tools: Python | Techniques: algorithmic trading, daily profit lock, rule-based trading bots | Domains: creative coding, finance/trading, quant
- A trader runs five rule-based Python bots on QQQ, SPY and IWM one-day-to-expiry options, visualized as a city where each tower shows signals and fires on call/put entries. Strategies are 'trending' and 'OG' with a daily profit lock. P&L claims ($72k in a month) are unverified.

## GLM-5.3 Hugging Face takedown — Pirate Face mirrors and model access fights
- Creator: @wassimyounes_ | Type: news | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd_2q3HRumv
- Source: https://www.instagram.com/p/Dd_2q3HRumv/
- Tools: Anthropic, Claude, Hugging Face, OpenAI, Pirate Face | Techniques: abliteration, model distillation | Domains: LLM, news, security
- News mix: Hugging Face disabled a modified GLM-5.3 listing and Pirate Face claims a decentralized mirror. PewDiePie reports OpenAI bans while distilling his Ajax model, and Anthropic research says GLM-5.3 approached Claude Mythos Preview on exploit-development tests. The video pushes cracked-model links, so treat with caution.

## Claude trading watcher — LiquidTrade + QuiverQuant for insider-trade alerts
- Creator: @nateherkai | Type: technique | Tier: A | Collection: stock2
- Page: https://dejaviewed.dev/e/Dd4Ca8oiiyB
- Source: https://www.instagram.com/p/Dd4Ca8oiiyB/
- Tools: Claude, LiquidTrade, QuiverQuant | Techniques: AI agents, MCP connectors, algorithmic trading, paper trading, scheduled routines | Domains: agents, crypto, finance/trading
- Connect Claude to LiquidTrade for brokerage access across stocks, crypto, forex and prediction markets, and QuiverQuant for insider, politician and institutional trade data. Then give it a rule like tracking an investor's disclosures, compare against your portfolio, run it as a recurring routine, and paper trade first.

## Jev keyword triage — score SERP beatability before writing content
- Creator: @olivermerrick___ | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd3ZGNeSvK5
- Source: https://www.instagram.com/p/Dd3ZGNeSvK5/
- Tools: Claude, Jev | Techniques: LLM-as-classifier, SERP scoring | Domains: LLM, marketing
- Pull the top 10 results for 72 keywords and have TypeSafe's Jev (a classifier model that returns probabilities) answer literal questions per result: intent match, depth, freshness, site strength, beatable or not. Three or more weak results means target the keyword, then Claude writes. 720 results cost about 4 cents, search volume still needs a separate tool.

## Fish Audio phone agent — AI receptionist that gathers context then hands off
- Creator: @angus.sewell | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Ddb1gAsxk_9
- Source: https://www.instagram.com/p/Ddb1gAsxk_9/
- Tools: Fish Audio, Twilio | Techniques: AI agents, caller context memory, human handoff, workflow automation | Domains: agents, audio, prompt engineering, video production
- A support line where a Fish Audio voice agent on a Twilio number discloses it is AI, asks consent to take notes, collects context into database tables, then calls you, briefs you and merges the call. Repeat callers get their history recalled. The agent never tries to resolve issues itself, avoiding Taco Bell-style failures.

## Browser spy-satellite OSINT map — 19 live layers with voice control
- Creator: @carterperez.dev | Type: repo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DdrtshgqtvA
- Source: https://www.instagram.com/p/DdrtshgqtvA/
- Techniques: data layer fusion, voice navigation | Domains: 3D, OSINT, open source, video production
- A trending GitHub repo offering a 3D browser globe with 19 live data layers like public CCTV, Flock camera locations and traffic, plus a Jarvis-style voice interface. You can fly to a city or click a live flight to view a simulated cockpit perspective. Link is comment-gated.

## Chat-history mining — derive better custom instructions from your AI logs
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dd1cWobxn7n
- Source: https://www.instagram.com/p/Dd1cWobxn7n/
- Tools: ChatGPT, Claude | Techniques: AI agents, chat history analysis, custom instructions | Domains: agents, productivity, prompt engineering
- Export your full ChatGPT or Claude history, have a small model like Jev tag every conversation for mistakes and usage patterns, then feed the analysis to your main assistant to write new custom instructions. A cheaper alternative to building a full personal 'Jarvis' agent.

## GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo
- Creator: @ariacodez | Type: resource | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/DdeoJI9KGtq
- Source: https://www.instagram.com/p/DdeoJI9KGtq/
- Tools: DeepWiki, GitDiagram, GitMCP, Gitingest, VS Code | Techniques: AI agents, MCP server, URL swap tricks, code generation, repo-to-context | Domains: agents, architecture, open source, software development
- Swap github.com in a repo URL for gitdiagram.com to get an architecture diagram, gitingest.com for an LLM-readable dump, deepwiki.com for generated docs, or gitmcp.io to let your agent query the repo live over MCP. Pressing the period key on a GitHub repo opens it in browser VS Code.

## Crypto wash trading — Ben McKenzie doc on fake volume and pump schemes
- Creator: @cbcgem | Type: news | Tier: B | Collection: stock2
- Page: https://dejaviewed.dev/e/DdZiaTmJdSC
- Source: https://www.instagram.com/p/DdZiaTmJdSC/
- Techniques: algorithmic trading, wash trading | Domains: crypto, finance/trading
- Clip from the documentary 'Everyone Is Lying to You for Money' where an insider explains wash trading: one actor trading between two accounts to walk prices up, luring outsiders before dumping. The interviewee claims 90-95% of crypto volume is fake and fewer than 20 people control the market.

## Wind-chime doors — interactive web art where each country is a sounding door
- Creator: @marina_uiux | Type: art | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DavzH2FInra
- Source: https://www.instagram.com/p/DavzH2FInra/
- Techniques: interactive audio | Domains: UI/UX, architecture, art, creative coding, education
- A personal creative-coding piece by a nomadic UI/UX designer: each country she lives in becomes a door styled on its architecture and wisdom, hung with its own wind chime sound. Inspiration only, no tutorial or live link yet.

## Conway's law — Casey Muratori on the one unbreakable rule, now for agents
- Creator: @ryanlpeterman | Type: resource | Tier: A | Collection: creative4
- Page: https://dejaviewed.dev/e/DdY7NUbDys2
- Source: https://www.instagram.com/p/DdY7NUbDys2/
- Techniques: work partitioning | Domains: agents, architecture, design, gaming, software development, video production
- Casey Muratori argues Conway's law is software's only real law: once you split work among workers (people or agents) whose communication is slower than their internal compute, design iteration across that boundary is locked in as slower. 'Products look like the org chart' is a consequence, not the law itself.

## Clipper outreach agent — Roy Lee's pay-per-view clipping army, automated
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdZz4DfNzNW
- Source: https://www.instagram.com/p/DdZz4DfNzNW/
- Techniques: AI agents, automated outreach, scraping | Domains: agents, marketing, prompt engineering, video production
- Reverse-engineers Cluely founder Roy Lee's growth tactic of getting 700+ clipping accounts to post him on pay-per-view terms. An agent finds accounts your audience follows, scrapes suggested clipping accounts, pulls emails from bios, and drafts pitches pointing to raw footage and top-performing examples.

## Codex + Blender — agent-built 3D hero asset embedded with Three.js
- Creator: @chase.h.ai | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdUyTAAJTj6
- Source: https://www.instagram.com/p/DdUyTAAJTj6/
- Tools: Blender, Claude, Claude Code, Codex, Three.js | Techniques: AI agents, agent-driven Blender modeling, interactive 3D web | Domains: 3D, agents, design, open source, prompt engineering, software development, video production
- Codex generated hero-section concepts with image generation, then recreated the chosen one as a Blender model via a GitHub repo of Blender skills, fully hands-off. It imported the asset into the site with Three.js as an interactive, mouse-following, explode-and-reassemble element, and tuned it for mobile. Works in Claude Code too.

## Claude design stack — Emil Kowalski, Impeccable, taste skills plus Figma MCP
- Creator: @nateherkai | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdJ5ynbDxqS
- Source: https://www.instagram.com/p/DdJ5ynbDxqS/
- Tools: Claude, Figma, Figma MCP, Impeccable, Playwright | Techniques: MCP, agent skills, visual self-testing | Domains: UI/UX, agents, design, reference
- Setup for professional-looking Claude-built sites: install the Emil Kowalski design and Impeccable skills for typography, spacing, layout and motion rules, add a taste skill that references great sites, then connect Figma MCP and Playwright so Claude can design, build, screenshot and test its own output.

## GENIUS Act stablecoins — how banks keep the T-bill yield on your cash
- Creator: @alexanderelorenzo | Type: resource | Tier: B | Collection: stock3
- Page: https://dejaviewed.dev/e/DdY6zn0hDff
- Source: https://www.instagram.com/p/DdY6zn0hDff/
- Tools: Binance, USYC | Techniques: algorithmic trading, repurchase agreements, tokenized treasuries | Domains: crypto, finance/trading
- Under the GENIUS Act banks can issue stablecoins, park the backing cash in short-term Treasury bills, keep the roughly 4% yield (the law bars passing it to holders), and repo the T-bills for liquidity. Holders can swap into tokenized Treasuries like USYC, which Binance accepts as collateral. Ends with a paid-group pitch.

## AI influencer pipeline — Claude-built persona monetized via Fanvue
- Creator: @tenfoldmarc | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DdXyLUWTJ4Z
- Source: https://www.instagram.com/p/DdXyLUWTJ4Z/
- Tools: ChatGPT, Claude, Codex, Fanvue | Techniques: character reference sheets, custom connectors | Domains: marketing, prompt engineering, video production
- Recipe for an AI persona business: a Claude connector interviews you and designs a viral character with five consistent reference images, a Fanvue custom connector sells private content and automates DMs, and Seedance 2.5 generates Instagram videos. Thin, monetization-bait content.

## Anthropic job index audit — map your tasks to automation vs augmentation
- Creator: @angus.sewell | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DdUNm6sx_x1
- Source: https://www.instagram.com/p/DdUNm6sx_x1/
- Tools: Anthropic, Anthropic Economic Index, O*NET | Techniques: automation, task-level automation analysis, workflow automation | Domains: LLM, productivity, prompt engineering
- Download Anthropic's job index, combine it with the US Labor Department's O*NET task database for your role, and have an AI split your tasks by Anthropic's automation-versus-augmentation ratio. A second prompt builds a 90-day plan to automate the automatable parts and get excellent at the rest.

## Faceless GTA 6 Shorts channel — Gemini + Claude + Higgsfield MCP clipping
- Creator: @raycfu | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DdSYPwEzYEU
- Source: https://www.instagram.com/p/DdSYPwEzYEU/
- Tools: Claude, Gemini, Higgsfield | Techniques: MCP, MCP connectors, auto-clipping | Domains: marketing, prompt engineering, video production
- Sponsored Higgsfield recipe: add the Higgsfield MCP as a Claude connector, use Gemini to watch viral GTA 6 YouTube footage, then have Claude find the action peaks and crop them into vertical shorts. Income claims are speculative.

## AI monk-style avatar ads — turning a viral trend into a product skit
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdRz5BctlIn
- Source: https://www.instagram.com/p/DdRz5BctlIn/
- Techniques: beat-list shot generation, stylized avatars | Domains: marketing, prompt engineering, video production
- Method behind the viral AI monk marketing: find a trending person or format, generate a stylized Pixar-like character instead of a deceptive likeness, write an ironic script that features your product, record your own dialogue, then generate shots from a beat list and edit. The creator admits it took heavy refinement.

## Expired-domain rebuild — a black-hat SEO backlink tactic
- Creator: @edward.builds | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdQD_N6Nhz2
- Source: https://www.instagram.com/p/DdQD_N6Nhz2/
- Tools: ExpiredDomains.net, IndexChex, Wayback Machine | Techniques: expired domain rebuild, niche edits | Domains: marketing
- Buy a relevant expired domain, rebuild it from the Wayback Machine, force-index with IndexChex, prop it up with cheap niche edits, then add one contextual link to your site once it ranks and push paid traffic through it. Requires footprint hiding (separate emails, hosting, IPs). Explicitly black-hat with penalty risk.

## Katana crawler — fast JS endpoint and API route discovery for web recon
- Creator: @declan.middleton | Type: tool | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdDARgeEo68
- Source: https://www.instagram.com/p/DdDARgeEo68/
- Tools: Kali Linux, Katana | Techniques: API integration, endpoint discovery, web spidering | Domains: open source, security
- ProjectDiscovery's Katana crawls web apps to surface endpoints, URLs, parameters and JavaScript files, prioritizing JS endpoints and API routes. Demoed on Kali Linux against a lab VM. Use only on systems you are authorized to test.

## Workflow hijacking — Noma research on AI automations with no authorization
- Creator: @mattjayy | Type: news | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdKKSaANJm7
- Source: https://www.instagram.com/p/DdKKSaANJm7/
- Tools: GitHub Actions | Techniques: identity-aware workflows, threat modeling, workflow automation | Domains: agents, open source, prompt engineering, security
- Noma Labs research shows AI workflows (email auto-responders, GitHub Actions, Google email flows) leak data when an attacker simply asks, because nothing checks whether the requester is authorized. Not prompt injection, the model is doing what it's told. The fix is bringing identity and authorization into agent workflows.

## Higgsfield plugin for ChatGPT — floor plans to 3D walkthroughs with GPT-6 Astra
- Creator: @chandlerintelligence | Type: platform | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DdKEdJqF3QD
- Source: https://www.instagram.com/p/DdKEdJqF3QD/
- Tools: ChatGPT, Higgsfield | Techniques: video generation | Domains: 3D, animation, video production
- Sponsored Higgsfield post claiming GPT-6 Astra plus the Higgsfield ChatGPT plugin turns floor plans into 3D walkthroughs, builds playable games and makes motion graphics. No transcript content survives beyond the caption.

## Subscription token arbitrage — Claude Max vs Grok Ultra API-equivalent usage
- Creator: @duck.tate | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdMoE8qhnKE
- Source: https://www.instagram.com/p/DdMoE8qhnKE/
- Tools: Claude, Codex, Grokbot | Techniques: API integration, brain-and-hands model split, code generation | Domains: LLM, agents, software development, video production
- Compares plan value: Claude's $200 Max is worth over $7,000/month in API usage, while Grok Ultra at $300 is claimed at over $12,000. The creator plans to switch from Claude as brain plus Codex as hands to Fable as brain plus Grokbot as hands.

## Data reclamation game — gamifying opt-outs from data brokers
- Creator: @lizthedeveloper | Type: demo | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DdKLjDHlG0c
- Source: https://www.instagram.com/p/DdKLjDHlG0c/
- Techniques: gamification | Domains: UI/UX, security
- A developer built a game to make reclaiming your personal data from corporations and data brokers as engaging as signing up was, countering dark-pattern cancellation flows. Mostly framing, few specifics on which opt-outs it covers.

## GPT-6 Astra + Higgsfield — cabin photos to a walkable 3D game world
- Creator: @mr.paidsocial | Type: demo | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DdICMRrt0-H
- Source: https://www.instagram.com/p/DdICMRrt0-H/
- Tools: Blender, ChatGPT, Higgsfield, Unreal Engine | Techniques: image-to-3D world | Domains: 3D, prompt engineering, video production
- Sponsored Higgsfield showcase of GPT-6 Astra feats (one-shot games, Unreal NPCs each with their own Astra brain, Blender scenes), ending with photos of a real cabin turned into a walkable first-person 3D world via the Higgsfield plugin in ChatGPT.

## Fable orchestrates, Opus executes — cutting frontier-model token spend
- Creator: @thomas.lentine | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Da1hOm7scjR
- Source: https://www.instagram.com/p/Da1hOm7scjR/
- Tools: Claude Code | Techniques: AI agents, orchestrator-worker pattern, review loop, subagent delegation | Domains: agents, software development
- Brain-dump your task list to Fable, have it write specs and spawn cheaper Opus subagents (in parallel worktrees) to execute, then Fable reviews and sends fixes back in a loop until it's good enough. You get top-model judgment without burning usage limits on implementation.

## Shared second-brain MCP — team access to ICM context folders across AIs
- Creator: @lostandlucky | Type: tool | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DcjaF5-Jjne
- Source: https://www.instagram.com/p/DcjaF5-Jjne/
- Techniques: MCP, MCP server, shared context folders | Domains: LLM, agents, open source, productivity, security
- A team built an MCP server for their context-sharing platform so any AI can list and read shared ICM templates (folder-based LLM wikis with instructions and scripts) without logging in or syncing via GitHub, SharePoint or zip files. New uploads from teammates show up immediately.

## Reddit OSINT tool — recover deleted posts and comments by username
- Creator: @declan.middleton | Type: tool | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DdFecuaD-ql
- Source: https://www.instagram.com/p/DdFecuaD-ql/
- Techniques: archive search | Domains: OSINT, security, video production
- A Reddit OSINT search tool surfaces posts and comments tied to a username, including ones deleted years ago, by drawing on archived data. Demo is light and ends with a community pitch. Use responsibly and lawfully.

## Manus-sponsored vibe-coding teaser — no content
- Creator: @natashabuilds | Type: inspiration | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/DdFeLjeTaey
- Source: https://www.instagram.com/p/DdFeLjeTaey/
- Tools: Manus | Techniques: code generation, vibe coding | Domains: software development
- A Manus paid-partnership clip teasing a 'cheat code for vibecoding' with no spoken or on-screen content captured.

## MapQuest MCP for Claude — location-aware agents that route your day
- Creator: @nateherkai | Type: tool | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdHHpICiRjB
- Source: https://www.instagram.com/p/DdHHpICiRjB/
- Tools: Claude, MapQuest | Techniques: AI agents, MCP, MCP server, tool use | Domains: LLM, agents
- Plugging the MapQuest MCP server into Claude gives the model real place search, distances, travel times and traffic, so it can order a day's stops into a sensible route instead of listing random recommendations. Same server works for any agent that needs geography; MapQuest offers 50,000 free transactions to start.

## PostHog interest-segmented landing pages — personalize by visitor behavior
- Creator: @angus.sewell | Type: technique | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DdHJn-ZRpbd
- Source: https://www.instagram.com/p/DdHJn-ZRpbd/
- Tools: PostHog | Techniques: behavioral segmentation, vibe coding | Domains: UI/UX, marketing, prompt engineering
- Sponsored PostHog post: install PostHog, let two weeks of visitor sessions accumulate, then prompt an AI to cluster visitors into interest groups (e.g. sales vs. support features) and generate a landing-page variant per group that returning visitors see. Also argues flashy animated landing templates convert poorly.

## GPT-6 Astra + Codex one-person company — context files and daily checkpoints
- Creator: @raycfu | Type: technique | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdDT0X0KC64
- Source: https://www.instagram.com/p/DdDT0X0KC64/
- Tools: Codex, OpenAI | Techniques: AI agents, context engineering, multi-agent delegation, scheduled agents | Domains: agents, productivity, prompt engineering, video production
- Set up a workspace with three markdown context files (aboutme.md built from a 20-question interview, an anti-AI writing-style ban list, and mycompany.md with model, revenue and quarterly goals), then run Codex on GPT-6 Astra at three daily checkpoints: 8am inbox triage and call prep, noon delegation to sub-agents, 5pm audit whose summary seeds tomorrow's context.

## Katana crawler — JavaScript endpoint discovery and deep-crawl flags
- Creator: @declan.middleton | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdFXWG9AWfE
- Source: https://www.instagram.com/p/DdFXWG9AWfE/
- Tools: Katana | Techniques: JS endpoint crawling, web reconnaissance | Domains: OSINT, security
- Part two of a Katana walkthrough: use the JavaScript-crawl flag to pull endpoints out of JS files that a basic crawl misses, set crawl depth with -d, and write results to a file. Demoed against a local CTF VM; only for systems you own or are authorized to test.

## NFC stickers + vibe-coded web app — physical taps that log real-life habits
- Creator: @byjackprice | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZoREIHtMjL
- Source: https://www.instagram.com/p/DZoREIHtMjL/
- Tools: Apple Shortcuts, Next.js, Raspberry Pi, TypeScript | Techniques: NFC automation, code generation, vibe coding | Domains: creative coding, hardware, software development, video production
- Programmable NFC stickers on a water bottle trigger an Apple Shortcut that logs each finished bottle to a tiny Next.js/TypeScript web app, surfaced as a home-screen widget. Part two of an IRL vibe-coding series; next step is a Raspberry Pi force sensor to log automatically.

## Overnight return anomaly — most stock gains accrue close-to-open
- Creator: @eliteoptionstrader2 | Type: resource | Tier: A | Collection: stock3
- Page: https://dejaviewed.dev/e/DcbkTCnOxjl
- Source: https://www.instagram.com/p/DcbkTCnOxjl/
- Techniques: algorithmic trading, overnight vs intraday return decomposition | Domains: finance/trading, quant
- Cites research showing that across global markets most equity returns come overnight (close to next open) while intraday holding loses; the Micron example claims +138M% overnight vs −99% intraday on paper. Proposed mechanism: retail trades the open, institutions trade into the close. Paper not named; frictions and costs ignored.

## x402 protocol — pay-per-crawl tolls for AI agents scraping your site
- Creator: @alexanderelorenzo | Type: news | Tier: B | Collection: stock3
- Page: https://dejaviewed.dev/e/DdAT0p1xg94
- Source: https://www.instagram.com/p/DdAT0p1xg94/
- Tools: Anthropic, Claude, OpenAI | Techniques: AI agents, HTTP 402 micropayments, agent payments | Domains: agents, crypto, news
- Frames the AI scraping lawsuits (Anthropic's ~$1.5B author settlement, NYT v. OpenAI) as a payment problem and points to x402, a 2025 protocol that revives the long-dormant HTTP 402 Payment Required status so agents pay a crypto micropayment to access content. Explanation is hype-heavy and ends in a paid Skool pitch.

## AI Overview SEO — seeding social posts that Google and ChatGPT cite
- Creator: @edward.builds | Type: technique | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DaEH4BJMxRX
- Source: https://www.instagram.com/p/DaEH4BJMxRX/
- Tools: ChatGPT, Google AI Overview, LinkedIn | Techniques: backlinking, generative engine optimization | Domains: marketing
- A LinkedIn post declaring someone 'the world's most renowned AI visibility expert' was cited by Google's AI Overview the same day. Lesson: user-generated platforms (YouTube, Reddit, LinkedIn, X) dominate citations, so lead posts with your keyword and backlink them to keep them cited. Ends in a promo for compactkeywords.com.

## Microduck robot — reinforcement learning with PPO and reward shaping
- Creator: @summerr.exe | Type: demo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DdCBqmzJgbW
- Source: https://www.instagram.com/p/DdCBqmzJgbW/
- Tools: Microduck | Techniques: PPO, parallel simulation, reinforcement learning, reward shaping | Domains: open source, robotics
- Training Pollen Robotics' open-source Microduck to stand: define a reward function (e.g. points for target body height), simulate 4,096 parallel robots, and let PPO update the policy toward higher-reward actions. The result 'stands' in an unintended way, a clean demo of reward hacking and why reward design is iterative.

## GPT-6 Astra prompt pack — comment-bait with no content
- Creator: @tenfoldmarc | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dc6Mq21TAyo
- Source: https://www.instagram.com/p/Dc6Mq21TAyo/
- Tools: ChatGPT, Codex | Domains: prompt engineering
- Caption teases GPT-6 Astra prompts for Codex/ChatGPT behind a comment keyword; the audio is just music, so the post carries no actual prompts or technique.

## GPT-6 Astra stock-trading challenge — scheduled Codex tasks in one thread
- Creator: @nateherkai | Type: demo | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/Dc_qXENuDi4
- Source: https://www.instagram.com/p/Dc_qXENuDi4/
- Tools: Claude, Codex | Techniques: LLM trading agent, scheduled agents | Domains: agents, finance/trading
- Creator gives GPT-6 Astra $10k to trade, rerunning an earlier Claude experiment that reportedly beat the S&P by 8% in a month. Six scheduled Codex tasks per day read news, open, review and manage positions, all posting into one shared thread for visibility. No results yet; setup doc gated behind a comment.

## Herk Brain AI OS — local knowledge graph wired into a personal dashboard
- Creator: @nateherkai | Type: repo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dc-Awvkhdop
- Source: https://www.instagram.com/p/Dc-Awvkhdop/
- Tools: Claude, ClickUp, Codex, Slack | Techniques: agent memory, personal knowledge base, skills | Domains: 3D, UI/UX, agents, open source, productivity, video production
- A local folder-based 'AI operating system' links business wiki, meetings, video knowledge, Claude/Codex memory, projects, skills and agents into one graph, then exposes it through a personal OS dashboard (calendar, Slack/ClickUp/email replies, meeting action items, YouTube comment trends). A free GitHub repo interviews you and scaffolds the same setup, 3D brain view included.

## Stay-secure privacy checklist — de-dox yourself from AI and data brokers
- Creator: @lizthedeveloper | Type: guide | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/Dc9172rFZuS
- Source: https://www.instagram.com/p/Dc9172rFZuS/
- Tools: Meta AI | Techniques: credit freeze, data broker opt-out, privacy audit | Domains: OSINT, security, video production
- After Meta AI pieced together a creator's home location from old posts, this free browser-only checklist walks you through mapping your accounts, auditing what's public, opting out of data brokers and ad trackers, credit freezes, recovery codes, tracking who holds your ID, and identity-theft recovery.

## GPT-6 Astra web design skill — layered parallax hero sections in one shot
- Creator: @nateherkai | Type: inspiration | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dc4odc0NE_i
- Source: https://www.instagram.com/p/Dc4odc0NE_i/
- Techniques: one-shot prompting, parallax layering, scroll-driven animation | Domains: 3D, UI/UX, animation, design
- Showcase of one-shot landing pages from GPT-6 Astra using the creator's design skill: multi-layer parallax scroll scenes, 3D product elements that morph on scroll, minimal premium sections below. Visual reference only; the skill is gated behind a comment.

## Three cybersecurity portfolio projects — fuzzing, agent sandboxing, YARA scanning
- Creator: @carterperez.dev | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcy39JTRctd
- Source: https://www.instagram.com/p/Dcy39JTRctd/
- Techniques: capability sandboxing, code generation, fuzzing, static malware analysis | Domains: prompt engineering, security, software development
- Portfolio ideas that signal real skill: a fuzzer that hammers C libraries with malformed files to find memory-corruption crashes; an AI agent guard that assumes prompt injection will succeed and limits what the agent may do; and a static binary scanner that matches detection rules and explains each hit. Source links gated behind a comment.

## ChatGPT warm-referral job hunt — mutual connections to bypass ATS filters
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/Dc1mVcZtnq5
- Source: https://www.instagram.com/p/Dc1mVcZtnq5/
- Tools: ChatGPT | Techniques: scheduled agent tasks, warm outreach | Domains: agents, productivity, prompt engineering
- Sponsored ChatGPT post: have ChatGPT find the recruiter and hiring manager for a role, list your mutual connections in a spreadsheet, message those contacts asking to use their name, then run a scheduled task that drafts a name-drop email to the hiring manager when they say yes.

## UX laws cheat sheet — 20 rules to feed Claude as design instructions
- Creator: @adam_ha_yes | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcwkX6OyduT
- Source: https://www.instagram.com/p/DcwkX6OyduT/
- Tools: Claude | Techniques: UX heuristics, instruction files | Domains: UI/UX, design, marketing
- Rapid list of UX principles meant to be dropped into a markdown instruction file for Claude: fewer choices per screen, large targets, familiar patterns, chunking, sub-400ms response, clear primary action, visible progress, sensible defaults, error prevention and recovery, progressive disclosure, and goal-gradient framing.

## Four GitHub design repos — R3F, liquid glass, shader gradients, liquid chrome
- Creator: @cindie.zhu | Type: resource | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DcxV37-CJOC
- Source: https://www.instagram.com/p/DcxV37-CJOC/
- Tools: Claude, Claude Code, Codex, React, React Three Fiber, ShaderGradient, Three.js | Techniques: code generation, repo-as-asset, vibe coding | Domains: 3D, creative coding, design, open source, reference, software development
- Treat GitHub as a designer's asset library: React Three Fiber for Three.js 3D, liquid-glass-js for Apple-style liquid glass, ShaderGradient for animated customizable gradients in React, and Liquid Logo for a chrome liquid-metal effect. Point Claude Code or Codex at a repo, check licence and maintenance, and adapt the smallest effect in a throwaway branch.

## MLS API rental finder — bypass Zillow with your own listings pipeline
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcw7PqeRrI4
- Source: https://www.instagram.com/p/Dcw7PqeRrI4/
- Techniques: AI agents, API integration, automated outreach, automation, workflow automation | Domains: agents, open source, productivity, prompt engineering, video production
- Get MLS data via API by registering as a vendor sponsored by a realtor friend, then prompt an AI to build a workflow that pulls listings matching your filters into your own database and emails each listing agent to express interest. Idea credited to another builder.

## Soup — fine-tune LLMs on a 4GB laptop GPU with one command
- Creator: @martintrainhard | Type: tool | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DcvIZ7cT4_P
- Source: https://www.instagram.com/p/DcvIZ7cT4_P/
- Tools: ChatGPT, Claude, Soup | Techniques: automatic memory tuning, fine-tuning, workflow automation | Domains: LLM, open source
- Soup, built by a 17-year-old solo founder from Kazakhstan, wraps LLM fine-tuning into a simple flow: describe the goal, point at your data, run `soup train`, and it auto-picks batch size and memory settings. Claimed 85k users training medical assistants and reasoning models on consumer GPUs. Link gated; verify the claims.

## Gestural agent interface — TouchDesigner concept for hand-commanded AI
- Creator: @the.poet.engineer | Type: design | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DctoIMltaNN
- Source: https://www.instagram.com/p/DctoIMltaNN/
- Tools: TouchDesigner | Techniques: AI agents, gesture mapping, speculative interface design | Domains: UI/UX, agents, creative coding
- Non-functional TouchDesigner prototype imagining agentic UI driven by gestures: two running fingers run the program, spinning fingers spin up a new idea, a pinch delegates heavy lifting.

## ARRAY circular edition — TouchDesigner light-art process
- Creator: @perspek.steven | Type: art | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcqCWk9CP76
- Source: https://www.instagram.com/p/DcqCWk9CP76/
- Tools: TouchDesigner | Techniques: generative lighting | Domains: art, creative coding
- Process glimpse from perspek.steven's ARRAY series: a circular light-art piece built and sequenced in TouchDesigner. Silent visual reference for generative lighting and new-media installation work.

## Bending Spoons playbook — AI-native acquisitions of stagnant SaaS
- Creator: @tom__shipley | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DclyX25u9Sf
- Source: https://www.instagram.com/p/DclyX25u9Sf/
- Techniques: acquire-and-rebuild, margin expansion | Domains: news, software development
- Bending Spoons grew from $40k to an $18B IPO by buying stagnating platforms (Evernote, Vimeo, Meetup, WeTransfer) cheaply, rebuilding only the core features customers use with a lean elite engineering team, cutting cost base and compounding margin into the next deal. Argues AI-native acquirers, not vendors, are the new playbook PE/VC is funding.

## Booking.com AI observability — Kafka buffer and PII redaction before Arize
- Creator: @therobertta | Type: resource | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcl3dEJAjo0
- Source: https://www.instagram.com/p/Dcl3dEJAjo0/
- Tools: Arize, Kafka | Techniques: LLM tracing, PII redaction, fine-tuning, message-bus decoupling | Domains: architecture, data science, security, software development
- Walkthrough of Booking.com's GenAI telemetry architecture: apps emit traces to a collector, which normalizes them onto a managed Kafka bus (durable buffer decoupling producers and consumers), through a dedicated PII-redaction service that masks span attributes and text, then out to Arize for real-time monitoring and a warehouse for offline analytics and backfills. A second pipeline ships ML prediction logs to Arize for ranking and fraud models.

## Six monetizable AI GitHub repos — clipping, Remotion, OpenHands and more
- Creator: @raycfu | Type: resource | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcj_mRRv5tv
- Source: https://www.instagram.com/p/Dcj_mRRv5tv/
- Tools: AutoClip, MuMu AI Novel, OpenHands, PersonaLive, RedInk, Remotion | Techniques: arbitrage, autonomous coding agents, programmatic video | Domains: agents, e-commerce, marketing, open source, video production
- Side-income angles for six open-source repos: AutoClip for auto-cutting highlights from long videos, Remotion for templated programmatic video, OpenHands as an autonomous software developer to package for SMBs, PersonaLive for real-time AI avatar livestreams, RedInk for Xiaohongshu (RedNote) text+image content, and MuMu AI Novel for bulk fiction writing.

## PostHog reader-drop analytics — AI feedback loop for human writers
- Creator: @angus.sewell | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcl1xrTIf5V
- Source: https://www.instagram.com/p/Dcl1xrTIf5V/
- Tools: PostHog | Techniques: AI agents, AI-assisted editing, engagement analytics | Domains: agents, marketing, prompt engineering
- Argues AI-written articles all come out the same, so hire a human writer, install PostHog on the blog, and have an AI agent analyze scroll and read-through data on each article to tell the writer where and why readers dropped off, iterating every piece. Framed as a 'PostHog appreciation post', likely sponsored.

## Gausseous — free browser tool for audio-reactive Gaussian splat visuals
- Creator: @dave_bewick | Type: tool | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DcicSv_J7vo
- Source: https://www.instagram.com/p/DcicSv_J7vo/
- Tools: Claude Code, Gausseous, SparkJS | Techniques: 3D Gaussian splatting, audio-reactive rendering, gaussian splatting | Domains: 3D, UI/UX, art, audio, creative coding, open source, video production
- Open-source, browser-based Gaussian splat manipulator: load 3DGS scans and add audio reactivity, depth of field, lens curvature, swirly bokeh, film emulation, quantisation and render export, no plugins or TouchDesigner needed. Built with World Labs' SparkJS and help from Claude Code; works on desktop and phones.

## Vertus Neurotopology — sponsored AI-trading claims dressed as news
- Creator: @stics.ai | Type: news | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DcZI9GWEqao
- Source: https://www.instagram.com/p/DcZI9GWEqao/
- Tools: Polymarket, TradingView | Techniques: MCP server, algorithmic trading, backtesting | Domains: architecture, finance/trading, news
- Carousel sponsored by Vertus: opens with a Claude Fable 5 Polymarket BTC dashboard and a TradingView-via-MCP backtest demo, dismisses transformer models as 'pattern matchers' using a live-capital benchmark, then pitches Vertus' 'Neurotopology' architecture with 51.15% 2025 returns and 2.13 Sharpe sourced from a paid EZ Newswire press release. Treat as an ad.

## Alien's Eye — username OSINT search across social platforms
- Creator: @declan.middleton | Type: tool | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dce2O2Did0E
- Source: https://www.instagram.com/p/Dce2O2Did0E/
- Tools: Alien's Eye, Sherlock | Techniques: username enumeration | Domains: OSINT, security, video production
- Alien's Eye searches a username across many social and web platforms (even Khan Academy, Google Classroom) and lists matching profile links, pitched as better than Sherlock. Use it on your own handles to find forgotten accounts.

## Self-improving skills vs AI teammates — log issues, rewrite skills
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcgr7YiIXD9
- Source: https://www.instagram.com/p/Dcgr7YiIXD9/
- Tools: Grokbot | Techniques: issue logging, skill self-correction | Domains: agents, marketing, prompt engineering
- Argues personified 'AI teammates' are static while skills are adaptable: keep every skill in a database table, have each skill log issues about itself when used into a second table, then periodically run a prompt that reads the accumulated issues and rewrites the skill. Specific workflows with clear end states beat persona prompts.

## God's Eye View — open-source 3D geospatial OSINT globe with voice agent
- Creator: @bilawal.ai | Type: repo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DccLLkoPCT1
- Source: https://www.instagram.com/p/DccLLkoPCT1/
- Tools: God's Eye View | Techniques: AI agents, real-time data fusion, voice agent | Domains: 3D, OSINT, agents, open source
- Bilawal Sidhu open-sourced God's Eye View V1 (MIT): a browser 3D globe tracking real-time planes, ships, satellites, traffic cameras and infrastructure, with FLIR-style modes, a voice agent you can ask what's happening, annotations, and cockpit views. Extend it with new data layers.

## Xiaomi AI Cube — 80GB unified-memory box running 120B models locally
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcez--ApG8i
- Source: https://www.instagram.com/p/Dcez--ApG8i/
- Tools: Xiaomi AI Cube | Techniques: on-device inference | Domains: LLM, branding, hardware, news
- Xiaomi showed a prototype AI Cube with 80GB unified memory running 3B and 120B models on-device, built on three in-house chips: XRING O3 (mobile), O100 AI accelerator (claimed 1.22 TB/s near-memory bandwidth) and D100 3nm driving chip. No price, release date or independent benchmarks yet.

## Mail Access — terminal OSINT tool for investigating email addresses
- Creator: @declan.middleton | Type: tool | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dce9FeqjNU7
- Source: https://www.instagram.com/p/Dce9FeqjNU7/
- Techniques: email enumeration | Domains: OSINT, open source, security, video production
- Quick demo of an OSINT command-line tool that investigates an email address, harvesting related emails and organization addresses by crawling. Thin walkthrough; ends with a Skool pitch.

## Cursor 'Grok Bot' source-map leak — readable agent runtime rewired to any model
- Creator: @stridejosh.ai | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dcebcftgpsn
- Source: https://www.instagram.com/p/Dcebcftgpsn/
- Tools: Claude, Claude Code, Codex, Cursor, OpenRouter, TypeScript | Techniques: AI agents, agent orchestration, code generation | Domains: UI/UX, agents, archives, news, security, software development
- Claims Cursor shipped its $200-300/month agent with source maps enabled, exposing the TypeScript coordinator, execution daemons and protocol; the community restored it (minus front end) and rewired it to run Claude Code, Codex or OpenRouter models. Compares it to Claude Code's March source-map leak and DMCA takedowns. Archive gated behind a comment.

## Microsoft SkillOpt — agent skills that rewrite themselves against benchmarks
- Creator: @marc.kaz | Type: repo | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/DbEK3bustQ7
- Source: https://www.instagram.com/p/DbEK3bustQ7/
- Tools: SkillOpt | Techniques: AI agents, automatic prompt optimization, benchmark-gated edits | Domains: agents, open source, prompt engineering
- Microsoft open-sourced SkillOpt: a base model runs a task, an optimizer rewrites the skill instructions from results, successful paths are separated from failures, and edits that don't beat the benchmark are auto-rejected. Claimed to beat hand-written prompts and TextGrad and to transfer across models.

## Build-your-own CLI for agents — control apps that lack an MCP
- Creator: @catlabs | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Db1P-TOSkZl
- Source: https://www.instagram.com/p/Db1P-TOSkZl/
- Techniques: AI agents, MCP, MCP server, agent-built CLI tools | Domains: agents, security, software development
- When a program has no MCP server or the MCP misses controls you need, tell the agent 'Build yourself a CLI tool to interact with [program]', even down to every button of a DAW. MCP stays best for auth, discovery and distribution; a custom CLI wins for bespoke complex workflows and uses fewer tokens. Expect security flags.

## Google Ad Grants — $10k/month for nonprofits and the $2 CPC workaround
- Creator: @pat.berlinquette | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DZcztDruHIh
- Source: https://www.instagram.com/p/DZcztDruHIh/
- Tools: GA4, Google Ads | Techniques: maximize conversions bidding, micro-conversions | Domains: marketing
- 501(c)(3) nonprofits can get $10,000/month in Google Ads indefinitely; the creator claims compliance rules (quality score, single-word keywords, 5% CTR) are barely enforced, and that switching from manual CPC to Maximize Conversions with imported GA4 micro-conversions lets campaigns bid past the $2 CPC cap.

## only-cli/oc — browse websites as a compact numbered CLI for agents
- Creator: @githubsignals | Type: repo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DcX_QwDjvH-
- Source: https://www.instagram.com/p/DcX_QwDjvH-/
- Tools: oc | Techniques: AI agents, token-efficient browsing | Domains: UI/UX, agents, open source
- Open-source tool that fetches a page and returns a tidy numbered text view so agents can read, follow links and search for hundreds of tokens instead of tens of thousands of raw HTML; mimics a real browser to slip basic blocks. Spotted on Hacker News.

## Backpropagation visualized — gradients as downhill steps on the loss surface
- Creator: @techvrix | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DcXQeNGkY6a
- Source: https://www.instagram.com/p/DcXQeNGkY6a/
- Techniques: backpropagation, chain rule, gradient descent | Domains: data science, education
- Welch Labs explainer clip: estimate how loss changes per parameter (e.g. nudging m2 from 0 to 0.1 drops loss from 2.45 to 2.24), combine all partial derivatives into the gradient, and step against it; backprop uses the chain rule to compute that gradient efficiently across the network.

## Three OPSEC tools — text steganography, P2P file send, MAC spoofing
- Creator: @carterperez.dev | Type: resource | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DcEPdH_RefR
- Source: https://www.instagram.com/p/DcEPdH_RefR/
- Techniques: MAC address randomization, text steganography | Domains: OSINT, security
- Teaser for three privacy tools: hide an encrypted message inside normal-looking text, send a file laptop-to-laptop with no cloud where the link dies when the app closes, and randomize your MAC address in one command. Tool names gated behind a comment.

## Artist statement formula — what you make, how and why, why it matters
- Creator: @keshabruce | Type: guide | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/Dbi310GvNMY
- Source: https://www.instagram.com/p/Dbi310GvNMY/
- Techniques: three-part artist statement | Domains: art, marketing
- From 20 years on grant and fellowship panels: an artist statement only needs three things: what you make, how and why you make it, and why it matters. If you can't explain the ideas, galleries, grants and residencies won't take you seriously. One-hour template gated behind a comment.

## Awesome Systematic Trading — curated quant libraries, models and backtesters
- Creator: @wadoodai | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/Dbn15A_DSlu
- Source: https://www.instagram.com/p/Dbn15A_DSlu/
- Tools: Awesome Systematic Trading, Python | Techniques: algorithmic trading, backtesting, execution, risk management | Domains: crypto, finance/trading, open source, quant
- Awesome Systematic Trading is a free, curated GitHub list of Python libraries, quantitative models, backtesting frameworks and execution tutorials for building automated trading and risk pipelines locally. Hype framing aside, it is a solid map of the open-source quant stack.

## MoneyPrinterTurbo — one-topic-in, finished short video out
- Creator: @franklim.gui | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DZYoZbOMoDE
- Source: https://www.instagram.com/p/DZYoZbOMoDE/
- Tools: ChatGPT, Claude, DeepSeek, Gemini, Google Colab, MoneyPrinterTurbo | Techniques: automated video generation, text-to-speech | Domains: open source, video production
- Portuguese walkthrough of MoneyPrinterTurbo, a top-trending GitHub repo: give it a topic and it writes the script, pulls HD/4K stock footage, adds narration, subtitles and music, and renders vertical or horizontal videos in batches. Works with Claude, DeepSeek, ChatGPT and Gemini; runs locally or via Google Colab, no watermark.

## Moderna–Merck personalized mRNA cancer therapy — first positive Phase 3
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DcXF5urpmLQ
- Source: https://www.instagram.com/p/DcXF5urpmLQ/
- Techniques: neoantigen selection, tumor sequencing | Domains: design, education, news
- Moderna and Merck reported the first positive Phase 3 result for an individualized neoantigen mRNA therapy in 1,137 resected high-risk melanoma patients: sequence tumor vs. normal DNA, algorithmically pick up to 34 neoantigens, encode them in patient-specific mRNA, and combine with Keytruda. Overall survival still being tracked; not yet approved.

## Higgsfield MCP + Claude — 3D websites to sell to local businesses
- Creator: @cevlocksin | Type: technique | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DcUsVlvpYYu
- Source: https://www.instagram.com/p/DcUsVlvpYYu/
- Tools: Claude, Google Maps, Higgsfield | Techniques: MCP, MCP server | Domains: 3D, design, marketing, prompt engineering
- Sponsored Higgsfield post: connect the Higgsfield MCP to Claude, find a local business with no website on Google Maps, paste its info into a prompt to generate an animated 3D site, then pitch it for $500. Income claims are promotional.

## Three OSINT tools — face-matched username search, exposed agents, world map
- Creator: @carterperez.dev | Type: resource | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DcQ0dv-hG23
- Source: https://www.instagram.com/p/DcQ0dv-hG23/
- Techniques: exposed-service scanning, username enumeration | Domains: OSINT, UI/UX, open source, security
- Teaser for three OSINT tools: a username search across 840 sites that also matches profile pictures to find accounts under other names, a scanner for AI agents companies left exposed online (and whether they touch company data), and a browser-based global intelligence live map you can self-host. Names gated behind a comment.

## Systems that prompt your AI — DB-driven loops with skills and cron
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZnY2vaxWRF
- Source: https://www.instagram.com/p/DZnY2vaxWRF/
- Tools: Claude, Claude Code | Techniques: autonomous agent loops, prompt engineering, scheduled jobs, skills, workflow automation | Domains: agents, productivity, prompt engineering
- Riffs on Boris Cherny's advice to build loops that prompt Claude instead of prompting it yourself: connect the AI to a database with work and issues tables, use cron jobs to detect pending changes, and run skills for scoping, implementing, testing and repeating until the human goal is met. Counterpoint: for go-to-market work the human is still the bottleneck and must stay in the loop.

## StopSlop — a Claude skill file that strips AI writing tells
- Creator: @therobertta | Type: skill | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DcT15tflt4K
- Source: https://www.instagram.com/p/DcT15tflt4K/
- Tools: Claude, StopSlop | Techniques: negative style constraints, skill files | Domains: marketing, open source, prompt engineering
- StopSlop is a GitHub skill file that bans filler phrases, throat-clearing openers, emphasis crutches and adverbs so Claude's copy stops sounding like Claude. The creator finds it removes most tells but notes the deeper problem: AI prose lacks a position, so the last 20% still needs a human voice.

## Claude Code Meta ads pipeline — Arcads API, Ads MCP and an Airtable swipe file
- Creator: @mr.paidsocial | Type: guide | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DcR6KUyPC0n
- Source: https://www.instagram.com/p/DcR6KUyPC0n/
- Tools: Airtable, Arcads, Claude, Claude Code, Claude Desktop, Meta Ads MCP | Techniques: AI agents, API integration, MCP, MCP server, clarifying-question prompting, swipe-file prompting | Domains: agents, marketing, open source, video production
- Setup for having Claude Code generate and launch static Meta ads: clone the creator's GitHub repo in Claude Desktop's code tab, give it an Arcads.ai API key, add the Facebook/Meta Ads MCP as a custom connector, hand it an Airtable database of 2,000 example ads, have it ask 20 questions about your offer, pick 50 concepts, and upload creatives by cloning settings from an existing ad ID. Claims $30k revenue at 10-50 cents per image.

## Vibe-coded landing page toolkit — seven tools for real design taste
- Creator: @adam_ha_yes | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DcOs3VwRK0B
- Source: https://www.instagram.com/p/DcOs3VwRK0B/
- Tools: 21st.dev, Claude, Impeccable, WebGPU, awesome-design-md, getdesign.md | Techniques: design-system prompting, prompt engineering, vibe coding | Domains: UI/UX, branding, design, marketing, open source
- Toolkit for better AI-built landing pages: 21st.dev components, getdesign.md to borrow famous design systems, WebGPU for heavy web animation, impeccable.style design prompts, a repo for recreating any landing page, awesome-design to break down brand design blocks, and a repo that 'gives Claude taste'. Last two repos are unnamed.

## Mixed-reality infinite canvas — directing Claude Code agents from Quest 3
- Creator: @rndyrbrts | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcNrwpyiRlh
- Source: https://www.instagram.com/p/DcNrwpyiRlh/
- Tools: Claude, Claude Code, Meta Quest 3 | Techniques: AI agents, agent orchestration, spatial prompting, workflow automation | Domains: UI/UX, agents, creative coding, reference
- Early demo of an XR infinite canvas on Meta Quest 3 synced with a desktop canvas: drop reference images into a sphere, put your hand in it and speak a request (e.g. components visualizing multi-agent progress), make a fist to send it to Claude Code agents under custom orchestration, and watch results build up in place.

## Claude Code simple mode — ablating system prompts makes the model smarter
- Creator: @foundedceo | Type: technique | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/DcMSk7Rxcdu
- Source: https://www.instagram.com/p/DcMSk7Rxcdu/
- Tools: Anthropic, Claude, Claude Code | Techniques: AI agents, custom system prompts, prompt ablation, prompt engineering, workflow automation | Domains: LLM, agents, architecture, prompt engineering
- Boris Cherny at YC Startup School: Claude Code accepts --system-prompt for a custom system prompt, and an undocumented simple mode (env var CLAUDE_CODE_SIMPLE=1) deletes all system and tool prompts. Anthropic uses it as an ablation and finds the model is slightly more intelligent without them, though product prompts still help it behave as users expect.

## Hugging Bay — torrent index for open LLM weights
- Creator: @wutronicai | Type: platform | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DadNwl5uCIY
- Source: https://www.instagram.com/p/DadNwl5uCIY/
- Tools: Hugging Bay | Techniques: peer-to-peer distribution | Domains: LLM, open source
- Hugging Bay is a Pirate Bay-style site for downloading open model weights via BitTorrent, pairing with torrent CLIs to pull large models without hammering a single host.

## Attention-directing web design — spacing, contrast and pacing as persuasion
- Creator: @jerrythewebdev | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DbqMxlNRRbe
- Source: https://www.instagram.com/p/DbqMxlNRRbe/
- Techniques: visual hierarchy, whitespace | Domains: UI/UX, branding, design
- Caption-only essay: premium websites control attention through spacing, contrast, motion and pacing, deciding what you notice, where you pause and when you click, which makes the brand feel more valuable and trustworthy. Mood reference; the video has no instructional audio.

## Nine UI design languages — feeding style guides to Manus
- Creator: @hustlewbill | Type: design | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DbfICkRozy5
- Source: https://www.instagram.com/p/DbfICkRozy5/
- Tools: Manus | Techniques: code generation, style-guide prompting | Domains: UI/UX, design, software development
- Sponsored Manus post listing design languages used to vibe-code sites: skeuomorphism, neumorphism, glassmorphism, claymorphism, minimalism, maximalism, brutalism, liquid glass and spatial UI, fed as a design guide plus prompts to the Manus agent.

## Kimi K3 — hyped open-weight 2.8T model claims to beat Fable 5 cheaply
- Creator: @tenfoldmarc | Type: news | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DcCXNw1T6QY
- Source: https://www.instagram.com/p/DcCXNw1T6QY/
- Tools: Anthropic, Claude, Kimi, OpenAI | Techniques: API integration, code generation | Domains: LLM, design, news, open source, software development
- Hype clip claiming Moonshot's Kimi K3 (2.8T parameters, open source) beat Claude Fable 5 on coding and design at ~5x lower cost, rattled the Nasdaq, and built a CS:GO portal clone for ~$3 in tokens. No benchmarks shown; link gated behind a comment.

## Claude Code website remix — clone and combine sites from URLs
- Creator: @nateherkai | Type: technique | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/Db_jPi5js8f
- Source: https://www.instagram.com/p/Db_jPi5js8f/
- Tools: Claude, Claude Code | Techniques: reference-driven design, vibe coding | Domains: animation, design, education, software development
- Paste URLs of sites you like into Claude Code and ask it to clone and merge elements (Apple's animation, Stripe's pricing, Airbnb's design), then improve copy and add sections. Thin pitch; tutorial gated behind a comment.

## Prime Agent — self-rewriting harness lifts Opus 5 to 95.5% on ARC-AGI-3
- Creator: @wassimyounes_ | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DbtJytsumrO
- Source: https://www.instagram.com/p/DbtJytsumrO/
- Tools: Prime Agent | Techniques: AI agents, code generation, recursive language models, self-modifying scaffolding, test-time compute scaling | Domains: LLM, agents, open source, software development
- Prime Intellect released Prime Agent, an open-source coding harness built on a Recursive Language Model (RLM) framework that rewrites its own prompts, memory, tasks and scaffolding at runtime based on failures. Opus 5 alone scores 30% on ARC-AGI-3; with the harness, 95.5%, a hair over the 95.4% human baseline. The real story is test-time compute and self-modifying scaffolding.

## Fully synthetic AI creator — Higgsfield, ElevenLabs, Veo and CapCut stack
- Creator: @nateherkai | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DboDjfgkVOG
- Source: https://www.instagram.com/p/DboDjfgkVOG/
- Tools: CapCut, ElevenLabs, Higgsfield, Midjourney, Runway, Stitch, Veo | Techniques: AI character generation, image-to-video, voice synthesis, workflow automation | Domains: art, video production
- How viral fake-influencer videos are made: generate the character in Higgsfield or Midjourney, voice it with ElevenLabs, animate with an AI video model like Veo or Runway, and stitch in CapCut. Useful as a pipeline map and as a detection primer.

## Kronos — transformer that reads candlesticks as a language (part 3)
- Creator: @gigaqian | Type: resource | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DW7thNGDrPJ
- Source: https://www.instagram.com/p/DW7thNGDrPJ/
- Tools: Kronos | Techniques: autoregressive decoding, binary spherical quantization, self-attention | Domains: LLM, creative coding, finance/trading, quant, video production
- Final part of a Kronos explainer: after binary spherical quantization and hierarchical encoding turn candles into tokens, a transformer uses self-attention (query/key/value per candle) to weight relevant bars like a volume spike over chop, and an autoregressive decoder predicts the next tokens, i.e. future price action. Contrasts with sequential LSTMs.

## Trojan-horse marketplace — co-marketing with adjacent vendors via AI
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DZ7dVg_Rqog
- Source: https://www.instagram.com/p/DZ7dVg_Rqog/
- Tools: Emergent | Techniques: affiliate structuring, partner outreach automation | Domains: marketing, prompt engineering
- Growth tactic from a former YC head of growth: have an AI app builder (Emergent) spin up a marketplace, find vendors selling to the same customers (not direct competitors), invite them to be featured, offer generous affiliate splits (10% to you, 20% to them), and use the relationship to land co-branded webinars and channel partnerships.

## Gemma Translator — offline speech translation on a Raspberry Pi 5
- Creator: @itsnicconley | Type: repo | Tier: S | Collection: creative
- Page: https://dejaviewed.dev/e/Db61Q1SCqtQ
- Source: https://www.instagram.com/p/Db61Q1SCqtQ/
- Tools: Moonshine, Raspberry Pi 5 | Techniques: API integration, on-device inference, speech-to-speech translation | Domains: LLM, hardware, open source
- Google open-sourced Gemma Translator: Moonshine for speech recognition, Gemma for translation and a TTS model for voice, all on a Raspberry Pi 5 with no network at ~7 tokens/sec, enough for live Spanish–Mandarin conversation. Repo includes code, parts list (battery, touchscreen, speaker, micro keyboard with language knob), deployment script and printable STL case.

## Liquid Death concert placements — AI-automated band seeding playbook
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcCBFWTIhMm
- Source: https://www.instagram.com/p/DcCBFWTIhMm/
- Techniques: AI image generation, product seeding | Domains: branding, marketing, music, photography, prompt engineering
- Recreates Liquid Death's stunt with AI: list venues in a city, every band playing in the next two weeks into a table, generate can-friendly album art for custom-printed boxes, and mail bands free product so the can sits on stage in every photo. Address-finding step raises privacy concerns.

## Sherlock — install and run the top username OSINT tool with uv
- Creator: @carterperez.dev | Type: skill | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db3ZNRcRhzW
- Source: https://www.instagram.com/p/Db3ZNRcRhzW/
- Tools: Sherlock, uv | Techniques: username enumeration | Domains: OSINT, open source, security
- Install Sherlock in three commands: create and activate a venv with uv, then uv pip install sherlock-project; run sherlock followed by one or more usernames to find matching accounts across the web.

## Flock plate-search transparency site — see which police searched you and why
- Creator: @carterperez.dev | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db-9QiOxxPe
- Source: https://www.instagram.com/p/Db-9QiOxxPe/
- Tools: Flock Safety | Techniques: ALPR audit-log analysis | Domains: OSINT, news, security
- A public website lets you enter a license plate and see which police departments ran Flock ALPR searches on it, browse a department's full search history, and read stated reasons (protest, theft, speeding). Flock reportedly sought a takedown that Cloudflare refused. Link gated behind a comment.

## Trending Claude resource repo — unnamed 60k-star collection
- Creator: @angelo_patsilivas | Type: resource | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DbkuWedh-dB
- Source: https://www.instagram.com/p/DbkuWedh-dB/
- Tools: Claude | Techniques: prompt chaining | Domains: open source, prompt engineering
- Teaser for a #1-trending GitHub repo (60k+ stars) collecting ready-made instructions, multi-step chains and a daily-updated feed of what top AI builders do; the repo isn't named in the post.

## Open-source object tracking — the tech inside Flock cameras, free
- Creator: @billy.coder | Type: repo | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DbzEQNTRBCe
- Source: https://www.instagram.com/p/DbzEQNTRBCe/
- Tools: Python | Techniques: multi-object tracking, object detection | Domains: data science, open source, security
- Repo Heist episode arguing the tracking behind $3k Flock cameras is free on GitHub: a 50k-star open-source library that detects, tracks and counts objects on any feed (doorbell, webcam, drone), demoed tracking every football player's speed, position and possession in one Python file. Repo name gated.

## Three OSINT tools — email account discovery, onion crawler, lookup suite
- Creator: @carterperez.dev | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Db9ExYzq_3e
- Source: https://www.instagram.com/p/Db9ExYzq_3e/
- Tools: Sherlock | Techniques: dark-web crawling, email enumeration | Domains: OSINT, crypto, open source, photography, security
- Teaser for three OSINT tools: one maps an email to every account it signed up for with name, photo and breach data; one crawls every site linked from an onion address into a searchable file; one bundles 20 terminal lookups (phone, Wi-Fi location, crypto wallet tracing, Sherlock). Names gated.

## DeepSeek V4 Flash re-post-training — big agentic gains, same model size
- Creator: @gigaqian | Type: news | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbjmqTYJfMY
- Source: https://www.instagram.com/p/DbjmqTYJfMY/
- Tools: Claude, DeepSeek | Techniques: AI agents, API integration, code generation, distillation, mixture of experts, post-training | Domains: LLM, agents, architecture, design, news, software development
- DeepSeek re-post-trained V4 Flash (284B MoE, ~13B active) with no size or architecture change, jumping Terminal Bench 2.1 from 61.8 to 82.7, past the V4 Pro preview and near Claude Opus 4.8, at $0.28 per million output tokens. V4's original recipe distilled 10+ specialist teacher models; V4 Pro (rumored 1.6T, 49B active) is next.

## AI search citations — why your chatbot cites the 'unlocked web'
- Creator: @wetclaude | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db4DLZIh5a3
- Source: https://www.instagram.com/p/Db4DLZIh5a3/
- Tools: ChatGPT, Claude | Techniques: post-hoc citation | Domains: LLM, branding, news
- High-credibility sites (Consumer Reports, ~60% of top news) block GPTBot, Google's AI crawler and Common Crawl, so AI search reads only what's left: AI-written pages and self-ranking listicles. One in six cited sources is AI-written and models often do post-hoc citation, writing the answer first and finding sources after.

## PPF Contact Solver — ZOZO's open-source GPU cloth and soft-body physics
- Creator: @marc.kaz | Type: repo | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/DYuY_-7Oqk4
- Source: https://www.instagram.com/p/DYuY_-7Oqk4/
- Tools: Blender, JupyterLab, ppf-contact-solver | Techniques: contact simulation, soft-body simulation | Domains: 3D, UI/UX, VFX, animation, fashion, open source
- ZOZO open-sourced ppf-contact-solver, its internal virtual try-on physics engine: penetration-free fabric, rope and soft-body simulation with strain limits, up to 180M contacts, full GPU acceleration, a Blender plugin and a JupyterLab interface.

## Qwen 3.8 27B — local agentic model that fits on one 24GB GPU
- Creator: @gigaqian | Type: news | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DcCdYgnJ10h
- Source: https://www.instagram.com/p/DcCdYgnJ10h/
- Tools: Anthropic, Qwen, Unsloth | Techniques: AI agents, Gated DeltaNet, code generation, quantization, tool use | Domains: LLM, agents, open source, prompt engineering, software development, video production
- Alibaba's Qwen 3.8 27B quantizes to ~17GB at 4-bit, running on a single RTX 3090/4090, and Qwen's own benchmarks claim 84.3 on OSWorld plus wins on SWE-Bench Pro. Gated DeltaNet layers keep a compact running memory instead of full attention, and it preserves reasoning across tool-call steps, so pair it with an agent harness rather than chatting.

## Scroll-scrubbed product animation — Apple-style image sequence with AI
- Creator: @cindiezhu | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DasLm6opzIO
- Source: https://www.instagram.com/p/DasLm6opzIO/
- Tools: Claude, Claude Code, Easy GIF, Google Flow | Techniques: code generation, frames-to-video, scroll-linked image sequence, vibe coding | Domains: UI/UX, animation, design, prompt engineering, software development, video production
- Four-step recipe: generate start and end frames in Google Flow, animate between them with frames-to-video, export 30fps frames with Easy GIF, then have your AI coding tool build a scroll-linked canvas image sequence. Same trick Apple uses on product pages.

## OSINT recon trio — open databases, 135-check footprint, GitHub leak alerts
- Creator: @carterperez.dev | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Db0ipK0RLCE
- Source: https://www.instagram.com/p/Db0ipK0RLCE/
- Techniques: API integration, attack-surface mapping, secret scanning | Domains: OSINT, open source, security
- Three unnamed open-source OSINT tools: one finds exposed databases from a single domain, one runs 135 recon and security checks to map a company's attack surface, and one monitors GitHub commits for leaked API keys and passwords with Telegram alerts. Tool names are gated behind a comment-for-link.

## ASCILINE — 30fps video streamed as colored text over WebSockets
- Creator: @marc.kaz | Type: repo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DZfhWxvu3tM
- Source: https://www.instagram.com/p/DZfhWxvu3tM/
- Tools: ASCILINE | Techniques: WebSocket streaming, text-mode rendering | Domains: creative coding, open source, video production
- ASCILINE converts real video server-side into binary-packed text sent over WebSockets, and the browser repaints colored block characters on a canvas at 360p/30fps. No video element, so it slips past video blockers and works on weak connections; frames can also be piped to local LLMs.

## Claude setup purge — audit stale CLAUDE.md rules for newer models
- Creator: @cooper.simson | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dbhuaw7Pk4u
- Source: https://www.instagram.com/p/Dbhuaw7Pk4u/
- Tools: Anthropic, Claude, Claude Code | Techniques: automation, context pruning, prompt audit | Domains: agents, prompt engineering, video production
- Argues rules and skills written for older Claude models now hold newer ones back, citing Anthropic cutting much of its system prompt after Opus 5. Recommends a prompt that audits every CLAUDE.md rule and skill, deletes dead weight and rebuilds a lean setup; the prompt itself is comment-gated.

## Vibe-coded app performance — five fixes Claude usually skips
- Creator: @haydenschmitty | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DZ3PQxzoUEr
- Source: https://www.instagram.com/p/DZ3PQxzoUEr/
- Tools: Claude, Claude Code | Techniques: batch writes, latency profiling, optimistic UI, response compression, static caching | Domains: UI/UX, software development, video production
- Five backend/frontend performance gaps in AI-written apps: uncompressed JSON responses, row-by-row database inserts, a single dependency bottleneck in round-trip latency, no optimistic UI updates, and server re-rendering HTML for every visitor instead of caching.

## Agent workspace file tree — persistent memory and context folder layout
- Creator: @cooper.simson | Type: guide | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Db7Vx2Hhf9c
- Source: https://www.instagram.com/p/Db7Vx2Hhf9c/
- Tools: ChatGPT, Claude, Claude Code, GitHub, Notion, Obsidian | Techniques: AI agents, agent memory, automation, context files, model routing | Domains: agents, open source, productivity, prompt engineering
- A folder structure for Claude-based agents: a brain folder with CLAUDE.md and model routing, five business context files, a memory folder with session logs and an index, per-project context files, NOW.md short-term memory, skills/workflows/scripts folders, Obsidian + GitHub versioning, Notion tasks, and secrets in a gitignored .env.

## Self-study pipeline — saved links to AI-generated study guides and quizzes
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db3u0hAPCHV
- Source: https://www.instagram.com/p/Db3u0hAPCHV/
- Tools: NotebookLM | Techniques: AI agents, active recall, agent skill | Domains: agents, education, productivity, prompt engineering, video production
- Save videos and articles via Chrome extensions or text into a table, then give your agent a skill that groups recent saves by topic and generates study guides and quizzes, optionally through NotebookLM. Active recall instead of passive watching.

## Claude Code Meta ads — agent-run campaigns via Meta API repo
- Creator: @mr.paidsocial | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db36X9ZypwK
- Source: https://www.instagram.com/p/Db36X9ZypwK/
- Tools: Claude, Claude Code, Meta Ads Manager, Meta Marketing API | Techniques: API integration, agent skills | Domains: agents, marketing, open source, video production
- A paid-social veteran recommends a ~1,100-star GitHub repo of skills that lets Claude Code run Meta ad campaigns through the Meta API: it walks you through API key setup, generates creatives and copy, and manages Ads Manager. Repo name is comment-gated; anecdotal ROAS claims.

## Grok Bot — persistent AI workers sharing one cloud computer
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db9XlIFpqUw
- Source: https://www.instagram.com/p/Db9XlIFpqUw/
- Tools: Claude, Grok Bot, Kimi, OpenAI | Techniques: AI agents, automation, multi-agent handoff, persistent agents | Domains: agents, architecture, news, security
- xAI's Grok Bot gives each user one dedicated cloud computer shared by all their bots, which can spawn long-lived bots, hand off work and switch underlying models. Docs warn bots share files, browser sessions and credentials, so they are not a security boundary.

## Vibe-coded app legal risks — ten compliance gaps that get you sued
- Creator: @murphmaxxing | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Db9Br3XBTPj
- Source: https://www.instagram.com/p/Db9Br3XBTPj/
- Tools: ChatGPT, Claude | Techniques: compliance checklist | Domains: security, software development
- Ten liability traps for indie apps with rough per-user fines: missing or incomplete privacy policy (data collection, AI use, third parties), undeleted uploads, public storage buckets, fake testimonials, hard-to-cancel subscriptions, silent trial auto-charges, and chatbots without self-harm handling.

## MacBook notch agent monitor — software answer to OpenAI's agent controller
- Creator: @cooper.simson | Type: demo | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DbaFoAUMvnK
- Source: https://www.instagram.com/p/DbaFoAUMvnK/
- Tools: ChatGPT, Claude, Claude Code | Techniques: agent status dashboard, vibe coding | Domains: UI/UX, agents, video production
- Instead of OpenAI's $230 hardware controller for babysitting coding agents, the creator had Claude build a MacBook notch app showing which agents are working, need attention or are done, with jump-to-session and permission approvals. Build guide is comment-gated.

## AI weekly roundup — Pocket TTS, Hermes Skills Hub, Kimi K3 in pure C
- Creator: @drcintas | Type: news | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/Db0vxQexdJI
- Source: https://www.instagram.com/p/Db0vxQexdJI/
- Tools: Anthropic, Grok Imagine, Hermes Skills Hub, Kimi, Muse Code, OpenAI, Pocket TTS, kimi-k3-in-c | Techniques: AI agents, code generation, expert streaming, parallel worktrees, voice cloning | Domains: LLM, agents, news, open source, reference, software development, video production
- Six releases: Kyutai Pocket TTS (100M-param local voice cloning, 6x real-time), Nous Research Hermes Skills Hub (90k agent skills), Grok Imagine Image 2.0 regional editing, Meta Muse Code terminal agent with parallel worktrees, Qwen3.8-Max (2.4T MoE, 1M context), and kimi-k3-in-c, a 176KB C99 engine streaming experts from disk to run a 2T model with no GPU.

## Evo-designed bacteriophages — AI genomes that beat human gene swaps
- Creator: @gigaqian | Type: news | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbwyX1rOFn6
- Source: https://www.instagram.com/p/DbwyX1rOFn6/
- Tools: Claude, Higgsfield | Techniques: fine-tuning, video generation, whole-genome generation | Domains: data science, design, news, video production
- Science paper: researchers fine-tuned Evo 1 and Evo 2 on 14,466 phage sequences to generate PhiX174-like genomes, and 16 were viable. One (Evo 536) used a G4 packaging protein swap humans had failed to engineer, and recombined AI phages overcame E. coli resistance within 1-5 rounds. Visuals are illustrative, made with Seedance 2.5.

## Faceless horror channel pipeline — AI agent sourcing, human voice and edit
- Creator: @angus.sewell | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dba75DDxiqc
- Source: https://www.instagram.com/p/Dba75DDxiqc/
- Tools: Descript | Techniques: AI agents, AI video generation, web scraping | Domains: agents, art, design, video production
- Argues against fully AI faceless-channel courses: have an agent scrape a horror subreddit (with credit), generate clips with a video model, then hire a human narrator and editor (or use Descript). AI handles admin and sourcing, humans keep the creative part.

## Claude website design stack — Kowalski, Impeccable and taste skills plus MCP
- Creator: @nateherkai | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbLuwUVlE9Z
- Source: https://www.instagram.com/p/DbLuwUVlE9Z/
- Tools: Claude, Claude Code, Figma, Impeccable, Playwright | Techniques: MCP, MCP server, agent skills, visual testing | Domains: UI/UX, agents, design
- Install the Emil Kowalski design and Impeccable skills for layout, type and motion, add a taste skill that pulls inspiration from real sites, then connect Figma MCP and Playwright so Claude can design, build and visually test websites.

## Bilevel autoresearch loops — an outer coach loop rewrites the search
- Creator: @raycfu | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbjLy_tormR
- Source: https://www.instagram.com/p/DbjLy_tormR/
- Tools: OpenAI | Techniques: autoresearch loop, bilevel loop, meta-prompting | Domains: LLM, agents, video production
- Builds on Karpathy's autoresearch loop (try change, test, keep or revert). An outer coach loop watches the inner worker and rewrites its search playbook so it stops repeating the same ideas; claimed ~5x better on Karpathy's benchmark with the same models.

## MiniMax H3 — unified multi-reference video model with open weights coming
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dbef94fpz9u
- Source: https://www.instagram.com/p/Dbef94fpz9u/
- Tools: MiniMax API | Techniques: API integration, VAE, motion transfer, multi-reference conditioning, video generation | Domains: audio, gaming, news, prompt engineering, reference, video production
- MiniMax H3 generates 4-15s video at up to 2K with stereo sound, combining motion from a video, character from an image and voice from audio in one job. Uses contextual omni-representation training and the H3VAE tokenizer, regenerates low-res output at 2K from the original references, is on the MiniMax API, and weights are promised.

## Conway's Law — your product ships your org chart
- Creator: @shakib_hammad | Type: inspiration | Tier: B | Collection: creative4
- Page: https://dejaviewed.dev/e/DbSjJT7sLUf
- Source: https://www.instagram.com/p/DbSjJT7sLUf/
- Techniques: reverse Conway maneuver | Domains: architecture, design, music, software development, video production
- Melvin Conway's 1967 observation: systems copy the communication structure of the organization that builds them. Modern teams apply the reverse Conway maneuver, designing the target architecture first and then shaping teams to match.

## Shell sort — gap-based insertion sort that moves items far early
- Creator: @algo.andre | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DaSql3FhvG5
- Source: https://www.instagram.com/p/DaSql3FhvG5/
- Techniques: insertion sort, shell sort | Domains: education, software development
- Shell sort runs insertion sort on elements separated by a shrinking gap, letting small values travel long distances early. By the final gap-1 pass the list is nearly sorted, so insertion sort finishes quickly.

## AI weekly roundup — Codex Micro controller, LingBot-Map, robot MMA
- Creator: @stics.ai | Type: news | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DbIxSSaEtGd
- Source: https://www.instagram.com/p/DbIxSSaEtGd/
- Tools: Anthropic, Blender, Blender MCP, Claude, Codex Micro, LingBot-Map, OpenAI | Techniques: 3D reconstruction, MCP server, code generation | Domains: 3D, news, prompt engineering, software development, video production
- Carousel of the week's AI news: OpenAI's $230 Codex Micro agent controller, China's robot MMA fight, Netflix using gen AI in ~300 productions, GPT-5.6 driving Blender via Blender MCP, open-source LingBot-Map building real-time 3D maps from video without LiDAR, free Claude for K-12 teachers, and Claude Fable 5 going permanent.

## AI subscriptions worth paying for — a founder's quick top-ten list
- Creator: @angus.sewell | Type: resource | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DbYmgI-xyrz
- Source: https://www.instagram.com/p/DbYmgI-xyrz/
- Tools: Claude, Gemini, Home Assistant, Railway | Techniques: API integration, MCP | Domains: agents, productivity
- Rapid-fire opinion list of AI-adjacent spend worth it: a better agent search tool, Gemini, Railway for hosting, Tesla, upgrading SaaS tiers for API/MCP access, Claude Fable 5, site analytics and Home Assistant over Google Home/Alexa. Mostly vibes, few specifics.

## Quantum reservoir computing — nine atoms forecasting weather
- Creator: @gigaqian | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DWxNZMrjqY9
- Source: https://www.instagram.com/p/DWxNZMrjqY9/
- Techniques: fading memory, reservoir computing | Domains: data science, news, video production
- USTC researchers in Hefei built a quantum reservoir computer from nine interacting atoms that beat classical baselines on weather prediction. The reservoir needs no training, only the readout is trained, and quantum noise is used as the fading memory that time-series forecasting needs.

## Baidu Unlimited OCR — 3B local model parsing 100-page PDFs in one pass
- Creator: @ai.honeycove | Type: tool | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbWZwciSP4l
- Source: https://www.instagram.com/p/DbWZwciSP4l/
- Tools: Unlimited OCR | Techniques: OCR, RAG | Domains: LLM, data science, design, open source
- Baidu's Unlimited OCR is a 3B-parameter, MIT-licensed model that reads whole documents (up to ~100 pages) in a single pass, preserving tables, headings, formulas and reading order. Runs locally, so it can replace a messy preprocessing stack in RAG and document-search pipelines.

## LLM identity confusion — Claude and Grok claim to be Chinese models
- Creator: @_dbrogle | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DZEQhaKSHSB
- Source: https://www.instagram.com/p/DZEQhaKSHSB/
- Tools: Anthropic, Claude, Gemini | Techniques: distillation, synthetic instruction data | Domains: LLM, news
- Researchers queried four American LLMs via API without system prompts, in Chinese, about their identity. GPT and Gemini answered correctly, but Claude Opus 4.8 claimed to be Chinese (mostly Qwen) 60% of the time and Grok 97% (mostly DeepSeek), a likely trace of distillation-style synthetic training data.

## Cochlea — Wi-Fi side-channel attack on Ring cameras
- Creator: @bennjordan | Type: demo | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DXhxXHOEY7v
- Source: https://www.instagram.com/p/DXhxXHOEY7v/
- Tools: Cochlea, Python, Raspberry Pi | Techniques: monitor mode, side-channel attack, traffic fingerprinting | Domains: OSINT, UI/UX, hardware, security, video production
- Benn Jordan's Cochlea is a Python tool that runs on a Raspberry Pi with a monitor-mode Wi-Fi adapter and passively fingerprints encrypted traffic from cloud cameras like Ring. It detects when a camera sees motion and when the owner opens live view, logging to CSV, which shows how much activity leaks without breaking encryption.

## Motion editing website teaser — comment bait, no content
- Creator: @yukihasmotion | Type: inspiration | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DbUsLjrxMpr
- Source: https://www.instagram.com/p/DbUsLjrxMpr/
- Tools: Claude | Domains: design
- Comment-bait post for a motion-editing website with a one-word transcript and no named subject.

## Jacobian conjecture — AI-claimed counterexample explained via maps
- Creator: @ffppod | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DbOyUOYyN8k
- Source: https://www.instagram.com/p/DbOyUOYyN8k/
- Tools: Anthropic | Techniques: Jacobian determinant | Domains: 3D, education, news
- Explains the claim that an AI found a counterexample to the century-old Jacobian conjecture: whether a polynomial map with constant nonzero Jacobian determinant is always globally invertible. Walks through Jacobians as area ratios using the Mercator projection.

## Clipping economy — brands pay per-view for creator content reposts
- Creator: @cnn | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DadfHYrkmr7
- Source: https://www.instagram.com/p/DadfHYrkmr7/
- Techniques: content clipping, pay-per-view campaigns | Domains: design, marketing, news
- CNN report on clipping: content-rewards platforms list campaigns from creators, brands and tourism boards, and clippers cut, caption and repost the footage for about $1-1.50 per thousand views. Top operators claim eight-figure revenue and pitch it as a pocket-sized billboard replacing traditional ad buys.

## Agentic OS on Claude Fable 5 — cron loop with earned autonomy
- Creator: @raycfu | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DamEcWuPvX0
- Source: https://www.instagram.com/p/DamEcWuPvX0/
- Tools: Claude Code, cron | Techniques: AI agents, earned autonomy, manager-worker-reviewer, model routing | Domains: LLM, agents, software development, video production
- Blueprint: a cron-run loop.sh where a cheap model triages changes, Fable 5 plans as manager, Sonnet executes and a fresh Fable reviews. Tasks earn autonomy after 20 passes at 95% and lose it below 90%, refusals come back as HTTP 200 so scripts must check stop_reason, and a goals directory reruns regression tests daily.

## DIY media brand — agent-written features and carousels instead of paid press
- Creator: @angus.sewell | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DbI0-guRspT
- Source: https://www.instagram.com/p/DbI0-guRspT/
- Techniques: AI agents, AI humanizing, content repurposing | Domains: agents, branding, marketing, open source, prompt engineering
- Instead of paying for 'as seen on Forbes' features, have an agent DM influencers offering features, rewrite their top posts into articles with a humanizer repo, then turn articles into Instagram carousels with a carousel-generator repo and pitch collabs. Repo names and prompts are comment-gated.

## Humanizer skill for Claude Code — strip AI tells from your writing
- Creator: @jens.heitmann | Type: skill | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DbJzWBfxPvD
- Source: https://www.instagram.com/p/DbJzWBfxPvD/
- Tools: Claude, Claude Code, humanizer | Techniques: agent skills, hooks, style rules | Domains: marketing, open source, prompt engineering, video production
- Build one Claude Code skill from the blader/humanizer repo (based on Wikipedia's 'Signs of AI writing'), plus structural tells from the StoryScope paper and dataset. Wire it into CLAUDE.md rules and hooks so every human-facing doc gets a de-AI pass.

## Nvidia closed-loop cooling — why it grows demand for chillers
- Creator: @natestav | Type: news | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DaA6cGsyQp3
- Source: https://www.instagram.com/p/DaA6cGsyQp3/
- Techniques: closed-loop liquid cooling | Domains: design, education, finance/trading, hardware
- Nvidia's Rubin closed-loop liquid cooling removes evaporative water use but still needs chillers, heat exchangers, dry coolers and liquid cooling units. Modine (MOD), via its Airedale subsidiary, hit $1.1B data center revenue (+73%) and got $165M upfront from a hyperscaler. Read the engineering, not the headline sell-off.

## Elite flight signals — tracking how the ultra-wealthy hedge instability
- Creator: @jamiewheal | Type: inspiration | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DYM_bORIXMW
- Source: https://www.instagram.com/p/DYM_bORIXMW/
- Techniques: AI agents, flight tracking | Domains: OSINT, agents, art, news, reference, security
- Three signals: a vibe-coded art project tracking oligarch private-jet departures, a Forbes report on villas, yachts and golden-visa demand, and Douglas Rushkoff's story of billionaires asking how to control security forces after 'the event'. Ends with a pitch for a paid leadership program.

## Car flipping agent — Facebook Marketplace MCP plus Kelley Blue Book
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Da6AHzxNtNZ
- Source: https://www.instagram.com/p/Da6AHzxNtNZ/
- Tools: Facebook Marketplace MCP, Kelley Blue Book | Techniques: AI agents, MCP, MCP server, browser automation, scheduled skills | Domains: agents, productivity, prompt engineering, video production
- Connect an AI agent to a Facebook Marketplace MCP tool, have it search your keywords each morning, compare listings against Kelley Blue Book using browser tools, message sellers and text you when something is below market. Split each step into a scheduled skill.

## Blender rigid-body spaceship — motors, constraints and drivers for flight
- Creator: @ianhubertz | Type: skill | Tier: S | Collection: ai8
- Page: https://dejaviewed.dev/e/DacssZfNGNS
- Source: https://www.instagram.com/p/DacssZfNGNS/
- Tools: Blender, XInputReader | Techniques: drivers, motor constraints, rigid-body constraints, scripted expressions | Domains: 3D, animation, art
- Ian Hubert shows physics-driven vehicle animation in Blender: active/passive rigid bodies, hinge and spring constraints, motor constraints pushing against the ground as thrusters, gravity off, and custom properties wired via drivers with scripted expressions for throttle and lights. Mentions Erindale's XInputReader addon for gamepad control.

## Scroll World skill — one-shot animated scrolling websites
- Creator: @chase.h.ai | Type: skill | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DawRY1kJ_ch
- Source: https://www.instagram.com/p/DawRY1kJ_ch/
- Tools: Claude, Claude Code, Higgsfield, Scroll World | Techniques: AI agents, agent skills, image-to-video | Domains: UI/UX, agents, design, video production
- Scroll World is an open-source agent skill for Claude Fable 5 or GPT-5.6: describe a site, approve generated stills, and it turns them into video clips and stitches a scroll-animated page. The creator's fork adds mobile fixes and budget tiers for Higgsfield spend.

## Time complexity patterns — ten loop shapes to recognize in interviews
- Creator: @algomasterio | Type: resource | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/Dau64tdyY4n
- Source: https://www.instagram.com/p/Dau64tdyY4n/
- Techniques: code generation, complexity analysis | Domains: education, software development
- Cheat sheet mapping code shapes to Big-O: hash lookup O(1), halving loop O(log n), single and sequential loops O(n) and O(n+m), loop plus binary search and divide-and-conquer O(n log n), nested and triangular loops O(n²), branching recursion exponential, permutations O(n!).

## DIY fractional CFO — finance API sync plus AI analysis skills
- Creator: @angus.sewell | Type: technique | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/Dap2gsCRhs0
- Source: https://www.instagram.com/p/Dap2gsCRhs0/
- Techniques: AI agents, API integration, agent skills, data sync workflow, workflow automation | Domains: agents, finance/trading, prompt engineering
- Sync transactions from a finance API into your own tables, then run agent prompts that categorize income and expenses, flag waste and spot under-investment, refining each into a reusable skill. Pitched as a replacement for a $15k fractional CFO.

## Liquid AI Antidoom — FTPO training to kill reasoning doom loops
- Creator: @gigaqian | Type: technique | Tier: A | Collection: ai8
- Page: https://dejaviewed.dev/e/DaocklrJPJC
- Source: https://www.instagram.com/p/DaocklrJPJC/
- Tools: Antidoom, Claude | Techniques: Final Token Preference Optimization, KL regularization, preference tuning | Domains: LLM, open source, reference, video production
- Antidoom is Liquid AI's open-source pipeline that finds the exact token restarting a repetition loop, marks it rejected, picks up to 20 alternatives, and trains with Final Token Preference Optimization (FTPO) plus a KL-like regularizer in logit space so reasoning isn't damaged.

## Fable 5 plus GPT-5.6 routing — Codex plugin inside Claude Code
- Creator: @cooper.simson | Type: technique | Tier: B | Collection: ai8
- Page: https://dejaviewed.dev/e/DaojVuSNKno
- Source: https://www.instagram.com/p/DaojVuSNKno/
- Tools: ChatGPT, Claude, Claude Code, Codex, OpenAI | Techniques: model routing, orchestrator-worker | Domains: agents, open source, prompt engineering, software development, video production
- Install Codex and the Codex plugin for Claude Code, then build a /route skill: Fable 5 interviews you and plans, GPT-5.6 executes, Fable reviews and loops until done. Splits usage across two subscriptions.

## Obsidian knowledge vault — viral 'Anthropic engineer brain' graph
- Creator: @ainewscentral | Type: inspiration | Tier: C | Collection: ai8
- Page: https://dejaviewed.dev/e/DadGSQ7lNLX
- Source: https://www.instagram.com/p/DadGSQ7lNLX/
- Tools: Anthropic, Obsidian | Techniques: personal knowledge management | Domains: productivity
- Viral claim that an Anthropic engineer's Obsidian vault (~8,900 nodes) is structured like a neural network and runs internal decisions. Unverified hype, but the underlying point is that disciplined markdown linking in Obsidian scales into a real knowledge graph.

## Nintendo static recompilation — native Zelda and Mario Kart ports
- Creator: @quickfinesse | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DesEZmxJRt_
- Source: https://www.instagram.com/p/DesEZmxJRt_/
- Tools: MacNativeGames, SkyRecomp, mush8 | Techniques: shared shader cache, static recompilation | Domains: open source, software development
- Static recompilation projects turn Switch games into native apps: Tears of the Kingdom on Apple Silicon Mac and iPhone (~90fps on a MacBook Air), Skyward Sword HD on Windows, Linux, Steam Deck and Mac at 60fps/4K with a mod manager, and Mario Kart 8 Deluxe on iPhone/Mac with online play. Bring your own game copy.

## Identity (2025) — Malayalam crime thriller about memory and sketch art
- Creator: @hollywoodwatchers | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DdCVB6eTvVD
- Source: https://www.instagram.com/p/DdCVB6eTvVD/
- Tools: ZEE5 | Domains: art, audio
- Movie card for Identity, a Malayalam action-thriller where a sketch artist and an officer work from a witness with photographic memory; on ZEE5, IMDb ~7.4. The attached audio is an unrelated comedy sketch, so only the caption describes the film.

## Hoffman's interface theory — perception as a desktop, not reality
- Creator: @everythingplaybook | Type: inspiration | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DadY6RKIejq
- Source: https://www.instagram.com/p/DadY6RKIejq/
- Techniques: AI agents, evolutionary game theory | Domains: agents, education
- Podcast clip on Donald Hoffman's evolutionary game theory result: agents that perceive more than fitness payoffs lose to agents tuned only to reward, so perception works like desktop icons that hide the underlying machinery. Spacetime as interface, not ground truth.

## Glenn Gould's humming — thinking music away from the piano
- Creator: @dailyhistoryclips | Type: art | Tier: B | Collection: creative4
- Page: https://dejaviewed.dev/e/DdYbBL5IlNq
- Source: https://www.instagram.com/p/DdYbBL5IlNq/
- Techniques: mental practice | Domains: audio, music
- Glenn Gould hummed audibly on nearly every recording despite Columbia engineers' mic tricks. He traced it to practising under a vacuum cleaner's noise, which taught him to hear pieces internally and learn away from the instrument; the voice is the overflow, audible on the Goldberg Variations.

## Untitled "xy + t" clip — no identifiable subject
- Creator: @bradleytangonan | Type: inspiration | Tier: C | Collection: creative4
- Page: https://dejaviewed.dev/e/DdaH9kpg4iA
- Source: https://www.instagram.com/p/DdaH9kpg4iA/
- Domains: art
- Caption reads only 'xy + t' with no speech or OCR; no identifiable subject.

## Artist resources teaser — favorites never named
- Creator: @anngee.foote.creations | Type: resource | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DcwGNz-sdEl
- Source: https://www.instagram.com/p/DcwGNz-sdEl/
- Domains: art
- Artist shares 'favorite resources' but neither caption nor audio names any of them.

## Genie integer overflow — wishing for negative wishes
- Creator: @detroitanimations | Type: art | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DdLU2aYO-3n
- Source: https://www.instagram.com/p/DdLU2aYO-3n/
- Techniques: integer overflow | Domains: animation, software development
- 2D animated skit where a user exploits a genie's 2-bit wish counter: wishing for negative wishes should underflow to the maximum value, so he first upgrades the data type to 64 bits and ends with ~18 quintillion wishes. A fun explainer of integer overflow.

## Database Detective — solve crimes by writing SQL queries
- Creator: @frostechgmz | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/Db03wymJ1OI
- Source: https://www.instagram.com/p/Db03wymJ1OI/
- Tools: Database Detective | Techniques: SQL joins, algorithmic trading | Domains: data science, education, gaming
- Database Detective is a Steam game where you solve absurd police cases by querying tables with SELECT, WHERE and JOIN to rule out suspects. Beginner-friendly with a manual, clear errors and a hint assistant, and it trains asking the right data question first. English only.

## The Wrong Game — clown exercise to break perceptual autopilot
- Creator: @clowndaddypresents | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DaMgFZJM_UA
- Source: https://www.instagram.com/p/DaMgFZJM_UA/
- Techniques: improv warm-up | Domains: art, education
- Point at an object and confidently name something it isn't. A 30-second clown warm-up that jolts attention, imagination and willingness to be wrong; stumbling or going blank counts as finding the clown.

## Bot Crossing — video-game workspace for managing 80 AI agents
- Creator: @jarrenrocks | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DczR-QlSMdK
- Source: https://www.instagram.com/p/DczR-QlSMdK/
- Tools: Bot Crossing | Techniques: agent status visualization | Domains: UI/UX, agents, creative coding, open source, video production
- Open-source game UI where AI agents live on a little planet, walk around, and raise their hands when they need help; click one to see its request. Built by Jarren Rocks, with a GitHub repo, YouTube build review and botcrossing.com site.

## LLM text watermarking — how token-bias watermarks work
- Creator: @chase.h.ai | Type: technique | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DczTwcbpE7G
- Source: https://www.instagram.com/p/DczTwcbpE7G/
- Tools: Claude, Claude Code, Llama | Techniques: AI agents, API integration, statistical watermarking, token biasing | Domains: LLM, agents, open source, prompt engineering, security
- Explains statistical watermarking: the model subtly reweights next-token probabilities with a secret key so a detector holding the key can spot the pattern over long outputs. Claims Claude Fable 5.1 watermarks everything and pitches a full-rewrite removal prompt; the claims are unverified.

## Marble extendable round dining table — 6-10 seat furniture design
- Creator: @mmtable_jacksonxu | Type: design | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DcqwmQXv0JV
- Source: https://www.instagram.com/p/DcqwmQXv0JV/
- Domains: design
- Product clip of a round marble dining table that extends from 100-120 cm to 150-180 cm to seat 6-10. Furniture seller promo with no narration.

## Y-Pan — 3D-printed panoramic 35mm camera instead of a $5k XPan
- Creator: @plumsojuyang | Type: demo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DbwH5S2hnfO
- Source: https://www.instagram.com/p/DbwH5S2hnfO/
- Techniques: 3D printing, mechanism design | Domains: 3D, design, hardware, photography, video production
- A maker designed the Y-Pan, a 3D-printed panoramic film camera reproducing the Hasselblad XPan's wide 35mm format. Everything except the lens is printed, parts cost about $100, it builds in about a week, and the CAD files and bill of materials are on the creator's site.

## Grace Hopper 1982 — the value of information as a design constraint
- Creator: @mit_csail | Type: inspiration | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcY26FpDF5q
- Source: https://www.instagram.com/p/DcY26FpDF5q/
- Domains: education, software development
- MIT CSAIL clip of Grace Hopper predicting that data volume will grow faster than linearly and so will demand for instant access, and that the two conflict. Her answer: systems must understand the value of the information they process.

## Tristan Perich's 1-Bit Symphony — music from on/off pulses on a chip
- Creator: @egapmada | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/Db22ptPy577
- Source: https://www.instagram.com/p/Db22ptPy577/
- Techniques: 1-bit synthesis, assembly programming | Domains: art, creative coding, music
- 1-Bit Symphony is a composition housed in a CD case: a microchip running assembly code that outputs 1-bit on/off pulses as sound. A 695-page companion book prints the processor's cycles for the first hundredth of a second.

## Artist Grant — $1,200 unrestricted grant with no proposal
- Creator: @creativeflairhq | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DbtF9bVBGPg
- Source: https://www.instagram.com/p/DbtF9bVBGPg/
- Tools: Artist Grant | Domains: art, music, photography, video production
- Artist Grant awards $1,200 unrestricted to one visual artist three times a year since 2017. Apply by email with a website link or 3-5 images plus a short bio; $30 fee, visual arts only, open worldwide to 18+, past winners ineligible.

## Print-on-demand art prints — sell paintings with no stock or upfront cost
- Creator: @creativeflairhq | Type: guide | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcTt5_eoGFO
- Source: https://www.instagram.com/p/DcTt5_eoGFO/
- Tools: Fine Art America, Gelato, Printful | Techniques: artwork photography, print on demand | Domains: art, marketing, photography
- Upload photos to Printful, Gelato or Fine Art America, set a price, and they print, pack and ship while you keep the margin. The real work is the photo: flat, window daylight, no flash, straight on, cropped to the canvas, and list at least ten pieces.

## OSINT tools — photo geolocation, exposed AI servers, leak search
- Creator: @carterperez.dev | Type: resource | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/Da-uDDRR6RJ
- Source: https://www.instagram.com/p/Da-uDDRR6RJ/
- Techniques: image geolocation, internet scanning | Domains: OSINT, crypto, open source, photography, security
- Three unnamed open-source OSINT tools: one geolocates photos without metadata, one scans the internet for unauthenticated AI servers and scores their exposure on a globe, and one searches leaked logins, wallets and dark web mentions by name or company. Links are comment-gated.

## Nagarjuna and Rovelli — emptiness meets relational quantum mechanics
- Creator: @thinkitthrough411 | Type: inspiration | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcVkW1wPGFC
- Source: https://www.instagram.com/p/DcVkW1wPGFC/
- Techniques: relational quantum mechanics | Domains: education
- Carlo Rovelli devotes a chapter of Helgoland to Nagarjuna's Fundamental Verses on the Middle Way: nothing has independent existence, only relations. That mirrors Rovelli's relational interpretation where objects have properties only relative to other objects.

## Autonomous AI pentest agent — plain-English prompt to verified exploit
- Creator: @evenedsteven | Type: repo | Tier: C | Collection: creative
- Page: https://dejaviewed.dev/e/DaGEbyAAHOo
- Source: https://www.instagram.com/p/DaGEbyAAHOo/
- Techniques: autonomous pentesting, tool-output verification | Domains: agents, open source, security
- An unnamed ~600-star GitHub repo where you describe a target in one sentence and an agent finds a vulnerability, runs the exploit and writes the report, across 13 AI providers. Every claimed finding is verified against real tool output. Authorized targets only.

## Sharp Memory Display — per-pixel memory LCD for low-power hardware
- Creator: @mewtru | Type: resource | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DcJNZeBxR2D
- Source: https://www.instagram.com/p/DcJNZeBxR2D/
- Tools: Sharp Memory Display | Techniques: memory-in-pixel | Domains: hardware
- Sharp memory displays store each pixel's state, so they only need a tiny maintenance signal. That makes them near e-paper in power, reflective for sunlight readability, yet fast enough for ~50fps, as on the Playdate.

## Orbiter — open-source smartphone 3D scanner for print-ready parts
- Creator: @rawmechatronics | Type: repo | Tier: A | Collection: creative
- Page: https://dejaviewed.dev/e/DbcEatOsXG2
- Source: https://www.instagram.com/p/DbcEatOsXG2/
- Tools: Orbiter | Techniques: 3D digitization, photogrammetry | Domains: 3D, design, hardware, open source
- Orbiter is an open-source rig and workflow from Raw Mechatronics for accurate 3D digitization with a smartphone camera. Scan an object, design around it and print a part that fits the first time.

## DIY founder PR — agent-scraped journalist requests and tailored pitches
- Creator: @angus.sewell | Type: technique | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DblOuOGxU1A
- Source: https://www.instagram.com/p/DblOuOGxU1A/
- Techniques: AI agents, cold outreach, web scraping | Domains: agents, marketing, prompt engineering
- Have an agent scrape journalist request sites into a database, pull each journalist's last ten articles, draft a similar story angle featuring you, and send short emails. Lessons: short non-AI-sounding pitches win, offer visibility, do ideation yourself, claim your Google profile, and it's a volume game.

## Peppa Cam — DIY Raspberry Pi handheld LiDAR scanner
- Creator: @peppes_ghost | Type: demo | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DbU9ysVITFS
- Source: https://www.instagram.com/p/DbU9ysVITFS/
- Tools: Raspberry Pi | Techniques: LiDAR mapping | Domains: 3D, hardware
- A homemade handheld LiDAR scanner from a Raspberry Pi, a LiDAR sensor and a 3D-printed housing, mapping buildings, caves, gardens and trees without proprietary software. Build plan with wiring, code and CAD is comment-gated.

## Hand-cut kitchen tile mosaic — materials and process from a first build
- Creator: @emils.salmins | Type: art | Tier: B | Collection: creative
- Page: https://dejaviewed.dev/e/DbsUZ-8oQ9z
- Source: https://www.instagram.com/p/DbsUZ-8oQ9z/
- Techniques: mesh-backed mosaic | Domains: art, design
- First hand-cut mosaic: 2x2 cm Winckelmans tiles cut with two nippers, glued to fiberglass mesh with Titebond, mounted on Knauf Aquapanel with Mapei Adesilex P10, cured 30 hours, brown grout, and a 5mm silicone expansion gap. Took a month, not two weeks.

## Ozymandias read by Werner Herzog — archive and decay as film theme
- Creator: @sandboxfilms | Type: art | Tier: B | Collection: creative4
- Page: https://dejaviewed.dev/e/DdZVr4QKnq5
- Source: https://www.instagram.com/p/DdZVr4QKnq5/
- Techniques: narrative voiceover | Domains: art, video production
- Werner Herzog reads Shelley's 'Ozymandias' as the hook for Sandbox Films' documentary 'The Arc of Oblivion', about why humans build records that will inevitably fade. Worth it as a study in voice, pacing and pairing classic text with documentary imagery.

## Elizabeth Greenshields Foundation — no-deadline CAD 17k grant for early painters
- Creator: @creativeflairhq | Type: resource | Tier: A | Collection: creative4
- Page: https://dejaviewed.dev/e/DblXoyNRjiP
- Source: https://www.instagram.com/p/DblXoyNRjiP/
- Domains: art, education
- The Elizabeth Greenshields Foundation gives CAD 17,000 first grants (20,000 on renewal) to early-career representational artists worldwide, with no fee, no CV and rolling applications by post. The Awesome Foundation's $1,000 monthly micro-grants (US, UK, Australia, Canada chapters) are the fallback for abstract or non-painting work.

## Cozy multiplayer browser game — open-world mail delivery on a tiny planet
- Creator: @setupspawn | Type: demo | Tier: C | Collection: creative4
- Page: https://dejaviewed.dev/e/Dba6HzIK_b6
- Source: https://www.instagram.com/p/Dba6HzIK_b6/
- Domains: 3D, creative coding, gaming
- An unnamed free browser game where you customize a character and deliver messages across a small Japanese-street-styled planet, with live multiplayer. Fun as a reference for what WebGL in the browser can do, but the post never names the site.

## Turing patterns — why reaction-diffusion gives us five fingers
- Creator: @ri_science | Type: resource | Tier: B | Collection: creative4
- Page: https://dejaviewed.dev/e/DbKwrrkjd7U
- Source: https://www.instagram.com/p/DbKwrrkjd7U/
- Techniques: reaction-diffusion | Domains: creative coding, education
- Philip Ball (Royal Institution talk) explains that digit count is set during embryonic development by Alan Turing's 1952 reaction-diffusion mechanism: interacting chemical signals self-organize into regular stripes that become fingers. The Whisper transcript is garbled, so the caption and the known Turing model carry the content.

## The NeverEnding Story — the Nothing as a metaphor for lost hope
- Creator: @90skidlibrary | Type: inspiration | Tier: C | Collection: creative4
- Page: https://dejaviewed.dev/e/DbBPe5YR0o-
- Source: https://www.instagram.com/p/DbBPe5YR0o-/
- Domains: art
- A clip from The NeverEnding Story (1984) where the Nothing is explained as the despair left when people abandon their dreams, because people without hope are easy to control. Nostalgia and mood reference, no technique.

## DeepPIV laser-sheet scanning — 3D models of deep-sea siphonophores in situ
- Creator: @howtown_videos | Type: technique | Tier: A | Collection: creative4
- Page: https://dejaviewed.dev/e/Da20EPjsSNP
- Source: https://www.instagram.com/p/Da20EPjsSNP/
- Tools: DeepPIV | Techniques: laser sheet imaging, volumetric reconstruction | Domains: 3D, education, hardware, video production
- Schmidt Ocean Institute's ROV on the Falkor (too) uses MBARI's DeepPIV system: a laser flattened into a thin sheet is swept through semi-transparent animals to capture planes that stack into full 3D reconstructions, without killing the specimen. The subject is a siphonophore, a colony of specialized zooids acting as one animal.

## Crystal Pite's The Seasons' Canon — contemporary ballet of mass ensemble motion
- Creator: @dima.easyart | Type: art | Tier: B | Collection: creative4
- Page: https://dejaviewed.dev/e/Dagn3XLsyrW
- Source: https://www.instagram.com/p/Dagn3XLsyrW/
- Techniques: ensemble choreography | Domains: art
- Crystal Pite's 'The Seasons' Canon' (Paris Opera Ballet, 2016, set to Max Richter's Vivaldi recomposition), back at Palais Garnier. Worth studying for how a large ensemble moves as one organism.

## Jim Simons and the Riemann Hypothesis — the benchmark for AI math claims
- Creator: @ffppod | Type: inspiration | Tier: C | Collection: quant
- Page: https://dejaviewed.dev/e/Db_85bGkkjh
- Source: https://www.instagram.com/p/Db_85bGkkjh/
- Domains: education, quant
- Anecdote about Renaissance Technologies founder Jim Simons lighting up when asked if he'd trade his fortune to solve the Riemann Hypothesis, used to argue that RH has become the gold-standard test people demand of AI math systems. Light commentary, no technical depth.

## HFT short-term reversal — buy weekly losers, sell winners across 4,500 stocks
- Creator: @7am.research | Type: technique | Tier: B | Collection: quant
- Page: https://dejaviewed.dev/e/DWu_CQnjZjn
- Source: https://www.instagram.com/p/DWu_CQnjZjn/
- Techniques: algorithmic trading, arbitrage, high-frequency trading, short-term reversal, statistical arbitrage | Domains: finance/trading, quant
- A 60 Minutes clip with Manoj Narang describing a cross-sectional mean-reversion test: buy $5 of stocks down 5% last week, sell $10 of stocks up 10%, across the whole ~4,500-stock universe at once. Near 50% win rate per trade but no losing month thanks to breadth and speed, with Joe Saluzzi arguing it rigs the game.

## Efficiency-ratio forecaster — skip choppy days to lift a strategy's metrics
- Creator: @telonicstrading | Type: technique | Tier: A | Collection: stock2
- Page: https://dejaviewed.dev/e/DeF5_5yPtDb
- Source: https://www.instagram.com/p/DeF5_5yPtDb/
- Techniques: Kaufman efficiency ratio, algorithmic trading, logistic regression, regime gating | Domains: data science, finance/trading, quant
- Instead of predicting direction, a logistic regression on 15 price features forecasts the next day's Kaufman efficiency ratio (trendiness versus chop). Trades on predicted low-efficiency days made about a third of the money, so gating them out improved nearly every metric and held on two years of out-of-sample data.

## Overnight vs intraday returns — Knuteson's 'Strikingly Suspicious' anomaly
- Creator: @quantpapers | Type: resource | Tier: S | Collection: stock2
- Page: https://dejaviewed.dev/e/DeF6WMaB-NX
- Source: https://www.instagram.com/p/DeF6WMaB-NX/
- Techniques: algorithmic trading, overnight drift, return decomposition | Domains: finance/trading, quant
- Bruce Knuteson (ex-MIT physicist, D. E. Shaw) splits each day into close-to-open and open-to-close: Micron since 1990 is +138M% overnight and -99.9% intraday, and the same sawtooth shows in 21 indices (China reversed). His paper 'Strikingly Suspicious Overnight and Intraday Returns' rejects earnings and news as explanations and alleges large firms push prices at the open; it's a claim, not a proof.

## PBEMA TradingView indicator — trend-filter buy/sell line on the S&P 500
- Creator: @pb_ema | Type: tool | Tier: C | Collection: stock2
- Page: https://dejaviewed.dev/e/DdZquhPPHo8
- Source: https://www.instagram.com/p/DdZquhPPHo8/
- Tools: Hyperliquid, TradingView | Techniques: algorithmic trading, moving average crossover, trend filter | Domains: crypto, finance/trading
- Promo for a free TradingView indicator (PBEMA): buy when price is above a moving-average line, sell below, claimed to outperform buy-and-hold on the S&P 500 since 1930 by sidestepping 2000 and 2008. The Munger attribution and the personal P&L claims are unverified, and the link is gated behind a comment.

## 2010 Flash Crash — how Navinder Sarao spoofed E-mini S&P futures
- Creator: @thestockguytwitch | Type: news | Tier: B | Collection: stock2
- Page: https://dejaviewed.dev/e/DYnlB8vJC56
- Source: https://www.instagram.com/p/DYnlB8vJC56/
- Techniques: algorithmic trading, spoofing | Domains: finance/trading, quant
- Story of the May 6, 2010 Flash Crash (about 9% in minutes, $1T wiped then recovered), traced to Navinder Sarao spoofing E-mini S&P 500 futures from his bedroom with large sell orders he cancelled, tricking algos into selling. Good primer on spoofing and cascading algorithmic selling.

## Claude multi-agent trading team — research, market, backtest and risk agents
- Creator: @raycfu | Type: repo | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/Dcztzw6PyP4
- Source: https://www.instagram.com/p/Dcztzw6PyP4/
- Tools: Claude | Techniques: AI agents, algorithmic trading, backtesting, multi-agent orchestration | Domains: agents, finance/trading, video production
- Pitch for an unnamed free repo that spins Claude into a four-agent trading team: a research agent cleans market data, a market agent writes strategy logic, a test agent backtests for win rate and max drawdown, and a risk agent audits for self-deception. The repo is never named; the link is gated behind a comment.

## Charlie Munger's inversion — solve problems by asking how to cause failure
- Creator: @charliemungerhub | Type: technique | Tier: A | Collection: stock3
- Page: https://dejaviewed.dev/e/DbYp-bgTBBA
- Source: https://www.instagram.com/p/DbYp-bgTBBA/
- Techniques: inversion, mental models | Domains: finance/trading, productivity
- Munger explains inversion with his WWII meteorologist job: ask how you'd kill pilots (icing, running out of fuel), then avoid those. Same move for any problem: list what would hurt it most and steer clear.

## Katsuyama vs BATS on CNBC — the 'markets are rigged' HFT showdown
- Creator: @itsfinancenote | Type: news | Tier: A | Collection: stock3
- Page: https://dejaviewed.dev/e/Dc83KJvzPrC
- Source: https://www.instagram.com/p/Dc83KJvzPrC/
- Tools: React | Techniques: algorithmic trading, co-location, speed bump | Domains: finance/trading, quant
- The March 31, 2014 CNBC clash where IEX's Brad Katsuyama (Flash Boys) accused exchanges of selling HFT advantages via direct feeds, co-location and complex order types, and BATS's Bill O'Brien was pressed on whether his matching engine priced off the slower SIP. BATS later corrected the record, and IEX's speed bump came out of this debate.

## Chip stock selloff rumor — a fund blowup and the Intel overhang
- Creator: @thetradingfraternity | Type: news | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/DbcLwV9o5S9
- Source: https://www.instagram.com/p/DbcLwV9o5S9/
- Tools: Anthropic | Domains: finance/trading, news, video production
- Market chatter tying a recent chip-stock selloff to a fund blowup by a trader famous for an Intel bet, with Ken Griffin reportedly absorbing the book off-market. Unsourced rumor plus generic macro commentary (yen, CDS, Kevin Warsh).

## Kronos — open-source foundation model trained on 12B candlesticks
- Creator: @gigaqian | Type: repo | Tier: S | Collection: stock3
- Page: https://dejaviewed.dev/e/DWz7VPXjr5V
- Source: https://www.instagram.com/p/DWz7VPXjr5V/
- Tools: Hugging Face | Techniques: algorithmic trading, fine-tuning, time-series foundation model, zero-shot forecasting | Domains: LLM, crypto, finance/trading, open source, quant, video production
- Survey of zero-shot time-series foundation models (Google TimesFM 2.5, Amazon Chronos, Salesforce Moirai, IBM Tiny Time Mixers) that mostly fail at stock prediction, then Kronos: an open-source model pre-trained on about 12 billion K-lines from crypto and other markets that beats prior models on financial forecasting. Code on GitHub and Hugging Face from shiyu-coder.

## Warsh, the Clarity Act and tokenized stocks — crypto-rails news roundup
- Creator: @alexanderelorenzo | Type: news | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/DYYICTwJSk1
- Source: https://www.instagram.com/p/DYYICTwJSk1/
- Domains: crypto, news
- Hype-framed roundup: Kevin Warsh confirmed as Fed chair, the Clarity Act clearing Senate Banking 15-9, NYSE using Securitize for tokenized stocks, Nasdaq tokenizing the Russell 1000 and BlackRock filing tokenized funds. Ends in a comment-for-training funnel, so verify each claim yourself.

## Bollinger Bands + RSI kid trader — satire of trading-course culture
- Creator: @thestockguytwitch | Type: inspiration | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/DYNP0Qsp2LJ
- Source: https://www.instagram.com/p/DYNP0Qsp2LJ/
- Techniques: Bollinger Bands, RSI, algorithmic trading | Domains: finance/trading
- Comedy skit mocking influencer trading courses: a 'first-grader' fumbles a Bollinger Bands plus RSI setup and still hits take-profit. Entertainment, not instruction.

## Quant/ML project reel — repo links gated, no content
- Creator: @tuba.captures | Type: inspiration | Tier: C | Collection: stock3
- Page: https://dejaviewed.dev/e/DYAAx7pPJQ_
- Source: https://www.instagram.com/p/DYAAx7pPJQ_/
- Techniques: code generation | Domains: finance/trading, quant, software development
- Silent reel with a 'comment Repo' caption and no transcript, OCR or named projects.

## Fundrise VCX at 25x NAV — cheaper proxies for private AI and space names
- Creator: @linalikesmoney | Type: resource | Tier: B | Collection: stock3
- Page: https://dejaviewed.dev/e/DWWUXtNDlS1
- Source: https://www.instagram.com/p/DWWUXtNDlS1/
- Tools: Anthropic, Canva, OpenAI | Techniques: NAV premium analysis, algorithmic trading | Domains: finance/trading
- Fundrise's newly listed VCX closed-end fund trades around 25x its net asset value (about a 2,000% premium). Cheaper exposures named instead: Kraken Robotics as an Anduril supplier, Amazon for its Anthropic stake, and a Canadian private-asset fund near 1x NAV for OpenAI and SpaceX exposure.

## Regular Show's 'Synth Wars' — synthesizer battle as cosmic boss fight
- Creator: @electronicmusic.official | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/Dd_3TzBtUDq
- Source: https://www.instagram.com/p/Dd_3TzBtUDq/
- Domains: animation, music
- The climax of Regular Show's 'Gary's Synthesizer', where two half-brothers settle a throne dispute with a synth battle (discord vs harmony) that escalates into a cosmic boss fight. Fun reference for music-driven animated set pieces.

## Yi Jian Mei (一剪梅) — classic Mandarin ballad as a Chinese lesson
- Creator: @learnchinesewithyuna | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DdNuFo1uN1c
- Source: https://www.instagram.com/p/DdNuFo1uN1c/
- Techniques: learning language through song | Domains: education, music
- A sing-along of the classic Mandarin ballad 'Yi Jian Mei' (A Spray of Plum Blossoms) used to teach Chinese. Slow, melodic lines make it a good pronunciation and tone drill.

## Ba Fang Lai Cai (八方来财) — viral Mandarin track for learners
- Creator: @elianxchina | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DdVbwjvNhwb
- Source: https://www.instagram.com/p/DdVbwjvNhwb/
- Techniques: learning language through song | Domains: education, music
- 'Ba Fang Lai Cai' ('wealth from all directions'), a viral Chinese track with dense, rhythmic lyrics, shared as Mandarin learning material for Spanish-speaking learners.

## Dolly Parton's family sings 'In the Pines' — Appalachian roots on TV, 1977
- Creator: @unforgettableconcerts | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/Dc971BfB96L
- Source: https://www.instagram.com/p/Dc971BfB96L/
- Techniques: family harmony singing | Domains: music
- On her 1977 variety show, Dolly Parton brought her parents and seven siblings on to sing 'In the Pines', the Appalachian folk song they grew up singing in East Tennessee. A rare look at the family harmony tradition underneath her career.

## Heather Mullein Hannah live at the Purple Fiddle — roots show thank-you
- Creator: @heather_mullein_hannah | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DdR14pBJZj3
- Source: https://www.instagram.com/p/DdR14pBJZj3/
- Domains: music
- A short thank-you clip from a Heather Mullein Hannah show at the Purple Fiddle with her band, with almost no audible music in the transcript. Mood reference only.

## 'Lonely USA' by Meels — banjo folk songwriting sketch
- Creator: @meelsmusic | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DceHYQQulKY
- Source: https://www.instagram.com/p/DceHYQQulKY/
- Domains: music
- A short banjo-backed original folk song about leaving 'Lonesome Town' for 'Kindred City'. A small songwriting reference for plainspoken Americana lyrics.

## Technotronic 'Pump Up the Jam' on SNL 1990 — hip-house goes mainstream
- Creator: @technoandhousemusic | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DcHgMB8u8Qw
- Source: https://www.instagram.com/p/DcHgMB8u8Qw/
- Domains: music
- Technotronic's 1990 Saturday Night Live performance of 'Pump Up the Jam', the house, hip-hop and Belgian new beat crossover that hit No. 2 in the US and UK. A time capsule of club music breaking into the mainstream.

## The Highwaymen live 1985 — Cash, Jennings, Nelson, Kristofferson supergroup
- Creator: @outlawcountrynews | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/Da8YmUXBJZs
- Source: https://www.instagram.com/p/Da8YmUXBJZs/
- Techniques: verse-per-singer arrangement | Domains: music
- Early live performance of 'Highwayman' by The Highwaymen, the 1985 outlaw-country supergroup of Johnny Cash, Waylon Jennings, Willie Nelson and Kris Kristofferson. The song's four reincarnation verses, one per singer, are the structural trick.

## Born From Culture: Aotearoa — Māori haka film cut to Kendrick Lamar's N95
- Creator: @jamesmfenwick | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/Dae9GOmxLlo
- Source: https://www.instagram.com/p/Dae9GOmxLlo/
- Techniques: collaborative cultural filmmaking, music-driven editing | Domains: music, video production
- James Fenwick's short film celebrating Māori culture through haka, waiata and whakapapa, made with Te Pā Tū, Mitai Māori Village and Whakarewarewa and cut to Kendrick Lamar's 'N95'. Strong reference for culture-led brand filmmaking with collaborators credited.

## AURORA's 'Rasputin' cover — disco classic reborn as dark folk ballad
- Creator: @globalvocaltalent | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DaaTYLqtr8k
- Source: https://www.instagram.com/p/DaaTYLqtr8k/
- Techniques: tempo and mood reinterpretation | Domains: music
- AURORA slows Boney M.'s 'Rasputin' to a sparse, ethereal arrangement with soft vocals and minimal instruments, turning a disco anthem into dark folk. A clear case study in reharmonizing mood without changing lyrics.

## 'Swannanoa Town' — Julie Boone's Appalachian tune at The Palace, Yancey County
- Creator: @murphydoesnotmatter | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DajBiyRpCr6
- Source: https://www.instagram.com/p/DajBiyRpCr6/
- Domains: music, video production
- A performance of 'Swannanoa Town' (as played by the musician's relative, Julie Boone) filmed at The Palace in Yancey County, North Carolina. Traditional western North Carolina repertoire with a family lineage.

## Passion Pit's 'Sleepyhead' — sampling Mary O'Hara's 1958 Irish lullaby
- Creator: @baauer | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DY1dhocznN3
- Source: https://www.instagram.com/p/DY1dhocznN3/
- Tools: Unreal Engine | Techniques: crate digging, sampling | Domains: audio, music
- Baauer breaks down how Passion Pit's 2008 'Sleepyhead' is built on a sample of Mary O'Hara's 1958 recording of the Irish lullaby 'Óró Mo Bháidín'. Great example of finding sample gold in old folk records.

## Bass khaen in A minor — the 190 cm Lao free-reed mouth organ
- Creator: @jerem.khaen | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DZGVj6RNego
- Source: https://www.instagram.com/p/DZGVj6RNego/
- Tools: Khaen | Domains: music
- A short demo of a 190 cm bass khaen, the Lao/Isan bamboo free-reed mouth organ, tuned to A minor. Interesting timbre and drone reference.

## The Holler Hounds — 'War in the Homeland' southern-gothic country
- Creator: @thehollerhounds | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DXJupJKiuOV
- Source: https://www.instagram.com/p/DXJupJKiuOV/
- Domains: music
- A short southern-gothic country song by The Holler Hounds about a war in the homeland. Mood reference for Appalachian alt-country.

## 'Shady Grove' — Doc Watson's clawhammer D-Dorian and a 400-year melody
- Creator: @chancemccoymusic | Type: art | Tier: S | Collection: music
- Page: https://dejaviewed.dev/e/DXcyWzxhMBh
- Source: https://www.instagram.com/p/DXcyWzxhMBh/
- Tools: Banjo | Techniques: D Dorian modal tuning, clawhammer, drop-thumb | Domains: education, music
- Chance McCoy plays Doc Watson's clawhammer banjo 'Shady Grove' in modal D-Dorian (pull-offs, drop-thumb at speed) and traces the minor melody to Jean Ritchie's father in Viper, Kentucky, and back to Child Ballad #81, 'Matty Groves'. A deep lineage lesson in one tune.

## Bass talharpa improv — bowed Nordic lyre for cinematic drones
- Creator: @channing.watson | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXE3INDDWW7
- Source: https://www.instagram.com/p/DXE3INDDWW7/
- Tools: Talharpa | Techniques: drone improvisation | Domains: music
- Improvisation on a newly finished bass talharpa (tagelharpa), the bowed Nordic lyre, by luthier-musician Channing Watson. Raw, droning cinematic texture.

## 'The Rocky Road to Dublin' — Irish sing-along tradition
- Creator: @songss | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXIW39hBMgi
- Source: https://www.instagram.com/p/DXIW39hBMgi/
- Domains: music
- A group sing of 'The Rocky Road to Dublin', the fast slip-jig Irish ballad everyone knows by heart. Nostalgia piece; the 9/8 rhythm is the interesting bit.

## Johanna Wacker — queer country night promo at The Camel RVA
- Creator: @johannawacker | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DW7h9FOCWVn
- Source: https://www.instagram.com/p/DW7h9FOCWVn/
- Domains: music
- Promo for a queer country and roots show at The Camel in Richmond, Virginia, with Pet Names and Haley Ellis. Event post with a short clip.

## Johanna Wacker clawhammer — countdown to queer roots night in Richmond
- Creator: @johannawacker | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DXDEk2lCWWR
- Source: https://www.instagram.com/p/DXDEk2lCWWR/
- Tools: Banjo | Techniques: clawhammer | Domains: music
- Second promo for the same queer country and roots night at The Camel RVA, this one with a short clawhammer banjo clip.

## honeycrush 'My Dog' — DIY folk-horror video shot in Brooklyn
- Creator: @honeycrush.online | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DYmdfTkpNxM
- Source: https://www.instagram.com/p/DYmdfTkpNxM/
- Techniques: DIY music video | Domains: music, video production
- honeycrush's 'My Dog', a folk-horror tinged song about pursuit and cyclical love, longing and loathing, with a video shot entirely DIY by two people with one camera. Reference for low-budget music video mood.

## 'Sally in the Garden' — Crockett's Kentucky Mountaineers' 1929 modal tune
- Creator: @chancemccoymusic | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DYxxszsBhUb
- Source: https://www.instagram.com/p/DYxxszsBhUb/
- Techniques: modal fiddle tunes | Domains: education, music
- Chance McCoy traces 'Sally in the Garden' to the Crockett Family Mountaineers' 1929 Brunswick 78 (Brunswick 291), a West Virginia fiddling family that drove a Model T to California and became 'California's first country stars'. A minor modal oddity among breakdowns, related to the Ozark 'Hog-Eye Man' tunes and Marion Sumner's driving version.

## 'The Winner Takes It All' in Mandarin — Lilith Liu's ABBA adaptation
- Creator: @lilithsomething | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXUM_kcDZ3P
- Source: https://www.instagram.com/p/DXUM_kcDZ3P/
- Techniques: lyric translation | Domains: music
- Lilith Liu sings ABBA's 'The Winner Takes It All' with her own Chinese lyrics. Example of lyric translation that keeps melody and emotional arc.

## Banjo mantra in gDFAD — D-minor clawhammer drone
- Creator: @winterkendl | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DYp6K69ybaO
- Source: https://www.instagram.com/p/DYp6K69ybaO/
- Tools: Banjo | Techniques: clawhammer, open tuning | Domains: music
- A meditative clawhammer banjo piece in D minor using the gDFAD tuning, recorded while clearing a woodland trail. Handy tuning reference for modal banjo.

## From China to Appalachia — Cathy Fink, Chao Tian and Marcy Marxer tour
- Creator: @cfinkbanjo | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DU-723yieSr
- Source: https://www.instagram.com/p/DU-723yieSr/
- Domains: music
- Tour promo for Cathy Fink, Marcy Marxer and Chao Tian's 'From China to Appalachia' project blending Chinese and old-time music, teasing 'Jasmine Flower'. Mostly dates, little music.

## 'Long Night Ahead' — Irish tavern song written for D&D sessions
- Creator: @colmrmcguinness | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXeWcGpjBhl
- Source: https://www.instagram.com/p/DXeWcGpjBhl/
- Techniques: cumulative counting chorus | Domains: music
- Colm R. McGuinness's original drinking song inspired by Dungeons & Dragons, built as a counting, escalating tavern chorus. Ready-made bard material for tabletop sessions.

## 'The Cuckoo' on fretless clawhammer banjo — Appalachian standard
- Creator: @johannawacker | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXaP_4EicS-
- Source: https://www.instagram.com/p/DXaP_4EicS-/
- Tools: Banjo | Techniques: clawhammer, fretless slides | Domains: music
- Johanna Wacker plays and sings 'The Cuckoo' on fretless banjo in clawhammer style. A core old-time tune; fretless gives the slides and bluesy intonation.

## Dance in Guilin, China — blue-toned closing performance clip
- Creator: @sea_ving | Type: inspiration | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DYR6cIeRdWt
- Source: https://www.instagram.com/p/DYR6cIeRdWt/
- Domains: art, video production
- A short dance performance filmed in Guilin, China, framed with a blue color grade as a closing piece. Visual mood reference, no audible music detail.

## Tolkien's dwarf song on octave mandolin — Lady Moon for Eastman
- Creator: @eastmanguitars | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DWUfXt4EgAO
- Source: https://www.instagram.com/p/DWUfXt4EgAO/
- Tools: Octave mandolin | Domains: music
- Lady Moon sings the Hobbit's 'That's What Bilbo Baggins Hates' on her Eastman signature octave mandolin for Tolkien Reading Day. Brand promo, but a nice reference for setting Tolkien verse to folk accompaniment.

## 'Rivers and Roads' instrumental — The Head and the Heart cover clip
- Creator: @chance.s.emerson | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DVJqW3YEu-O
- Source: https://www.instagram.com/p/DVJqW3YEu-O/
- Domains: music
- A short instrumental take on The Head and the Heart's 'Rivers and Roads', part of a 'spinny thing' series. Little to study beyond the song choice.

## Cookie-tin fretless banjo — a DIY instrument built with a parent
- Creator: @johannawacker | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DYSwe8PJ1H3
- Source: https://www.instagram.com/p/DYSwe8PJ1H3/
- Tools: Banjo | Techniques: clawhammer, instrument building | Domains: hardware, music
- Johanna Wacker plays clawhammer on a fretless banjo she built from a cookie tin with her dad, singing the old-time 'railroad man' hen verses. Proof that a tin-can body makes a usable, bright-sounding banjo.

## Ievan Polkka in Russian — the Finnish polka with new lyrics
- Creator: @kvashenaya | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXuqyG3iN3Y
- Source: https://www.instagram.com/p/DXuqyG3iN3Y/
- Techniques: lyric translation | Domains: music
- A Russian-language version of the 'Finnish polka' (Ievan Polkka), keeping the story of Eva dancing against her mother's wishes and the nonsense scat chorus. Shows how a folk dance tune travels across languages.

## 'Irish Eyes' by Rose Betts — Isabel Dumaa's a cappella cover
- Creator: @isabeldumaa | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DWAdzJsCZZ-
- Source: https://www.instagram.com/p/DWAdzJsCZZ-/
- Techniques: repetition structure | Domains: music
- Isabel Dumaa sings Rose Betts's 'Irish Eyes', a modern folk song built on a repeated 'my mother says / my father says' inheritance structure. Clean vocal reference for St Patrick's season.

## 'Oo-De-Lally' from Disney's Robin Hood — Roger Miller cover
- Creator: @isabeldumaa | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/C5WTLYRPuYB
- Source: https://www.instagram.com/p/C5WTLYRPuYB/
- Domains: music
- Isabel Dumaa covers Roger Miller's 'Oo-De-Lally' from Disney's 1973 Robin Hood. Light nostalgic cover, no arrangement twist.

## 'Irish Eyes' cover repost — remix of Isabel Dumaa's version
- Creator: @iamodnp | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DWHlRZrjqQQ
- Source: https://www.instagram.com/p/DWHlRZrjqQQ/
- Domains: music
- A repost/remix of Isabel Dumaa's cover of Rose Betts's 'Irish Eyes', the same performance saved separately in this batch.

## 'Shady Grove' — from Renaissance ballad to Appalachian standard
- Creator: @seanofthesouth | Type: art | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DXon8Vwk7_B
- Source: https://www.instagram.com/p/DXon8Vwk7_B/
- Domains: education, music
- Sean of the South sings 'Shady Grove' and notes it crossed the Atlantic as a Renaissance-era song before Appalachia turned it into an American tune. Full verses (Barlow knife, big fine horse, bare feet) make it a good lyric reference.

## Techno subgenres explained — melodic, acid, minimal and hard techno
- Creator: @special.ray_ | Type: resource | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DX8hJkQMhgG
- Source: https://www.instagram.com/p/DX8hJkQMhgG/
- Domains: audio, music
- A visual guide contrasting techno subgenres (melodic, hard, acid, minimal) by feel and energy, from a techno playlist creator. Caption-level overview; the transcript has no detail.

## Gus Tritsch 'Lonely' — The Wild Shoats string-band fiddle tune
- Creator: @thewildshoats | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DXb9G__DaE0
- Source: https://www.instagram.com/p/DXb9G__DaE0/
- Domains: music, video production
- Short clip of Gus Tritsch's 'Lonely' from The Wild Shoats, promoting their album 'Great American Novel'. Full video lives on YouTube.

## Gigamesh's Radiohead house cover — release teaser
- Creator: @gigamesh | Type: art | Tier: C | Collection: music
- Page: https://dejaviewed.dev/e/DXQd3lTDSxN
- Source: https://www.instagram.com/p/DXQd3lTDSxN/
- Domains: music
- Teaser for Gigamesh's house-music reworking of a Radiohead song, with no audio detail captured. Release promo.

## Weevils Trio 'December's High' — climate crisis told as a Colorado wildfire
- Creator: @weevilstrio | Type: art | Tier: B | Collection: music
- Page: https://dejaviewed.dev/e/DXKIufkhWDF
- Source: https://www.instagram.com/p/DXKIufkhWDF/
- Techniques: narrative songwriting | Domains: music
- Claire of Weevils Trio performs 'December's High', a fiddle-led song about the global climate crisis disguised as a story about a disastrous Colorado wildfire. Good model for making a big topic land through one local story.

## The khaen — Lao bamboo free-reed organ that plays on inhale and exhale
- Creator: @pop.music.culture | Type: resource | Tier: A | Collection: music
- Page: https://dejaviewed.dev/e/DWEccXSDIb9
- Source: https://www.instagram.com/p/DWEccXSDIb9/
- Tools: Khaen | Techniques: circular sound via blow and draw | Domains: audio, music
- Explainer on the khaen from Laos and Isan: bamboo pipes with metal free reeds, played by both blowing and drawing breath like a harmonica, so it can sustain continuous sound and simple chords. Its buzzing, hypnotic tone now shows up in electronic and ambient music.

# Deep Dives — Curated Insight Connections

## Natural Language → 3D Scenes: The Pipeline That Didn't Exist 6 Months Ago
- Guide: https://dejaviewed.dev/guides/natural-language-3d
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-natural-language-3d
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Medium
- Thesis: MCP + Blender + Tripo + Claude Code together create a natural language 3D scene builder — describe what you want, get a full 3D scene. This was impossible before MCP existed.
- Entries: DHoPsMOxIRl, DIcw6N6snq1, DXKFrnQEfEQ, DFaChZeMdn1
- Action: Set up Blender MCP server → connect to Claude Code → use Tripo/Hunyuan3D for mesh gen → describe scenes in plain English → get rigged, lit 3D environments. Add TouchDesigner for live interaction.

## The Autonomous Brand Machine: Claude Code as Your Entire Marketing Team
- Guide: https://dejaviewed.dev/guides/autonomous-brand-machine
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-autonomous-brand-machine
- Class: workflow_multiplier
- Quality: 5/5
- Difficulty: Hard
- Thesis: Claude Code + Playwright MCP + Higgsfield + knowledge graphs = a system that generates ads, UGC, 3D content, and posts it — autonomously. One person runs what used to need a 5-person team.
- Entries: DXKFrnQEfEQ, DW4OC7qDj_w, DW2J0eUDKHM, DVfZdeqDvyl, DWo1P-KDpMf
- Action: Build Obsidian knowledge base of brand assets → connect via Graphify → Claude Code generates ads/UGC via Higgsfield → Playwright MCP posts to social → iOS Shortcuts for mobile triggers. Total cost: Claude subscription.

## Physics Models → Market Alpha: When Scientists Become Traders
- Guide: https://dejaviewed.dev/guides/quant-physics-crossover
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-quant-physics-crossover
- Class: arbitrage_opportunity
- Quality: 5/5
- Difficulty: Hard
- Thesis: 26 posts map physics/math models to trading — avalanche theory, Ising models, phase space reconstruction. The meta-insight: the quant edge isn't in finance, it's in importing models from other fields.
- Entries: DTLkCVXE7O6, DTx3Bi3E-hp, DTsn_IKE06E, DW6uAQdk1r0, DU8m2RCE1Ea, DUx9t_FE0CY, DT-rdimDamA, DVi7KgKjZbM
- Action: Study the cross-disciplinary models. Build a signal ensemble that combines 3+ physics-derived indicators. Backtest with Monte Carlo validation. Deploy as an AI agent that runs daily.

## The Self-Improving AI Workspace: Claude Code That Gets Smarter Every Session
- Guide: https://dejaviewed.dev/guides/claude-second-brain
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-claude-second-brain
- Class: life_leverage
- Quality: 5/5
- Difficulty: Medium
- Thesis: CLAUDE.md + primer.md + memory hooks + Obsidian + parallel worktrees = an AI dev environment that learns your preferences, remembers context, and runs multiple streams simultaneously.
- Entries: DV6QY8QjoRW, DVQ5o6YDfsp, DVzvsgijOLT, DXCu2p4EQe3, DWo1P-KDpMf, DWoxW7pjjkH
- Action: Set up CLAUDE.md with self-improvement rules → add primer.md for session continuity → connect Obsidian vault → enable parallel worktrees for concurrent work → watch the system compound over weeks.

## Why Your Agent Sucks: Architecture Patterns That Actually Work
- Guide: https://dejaviewed.dev/guides/agent-architecture
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-agent-architecture
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Hard
- Thesis: Better models won't fix broken agent architecture. The gap between demo agents and production agents is context management, memory hierarchy, and harness engineering — not model capability.
- Entries: DXStFLkkphz, DXx6KhJshmv, DXYSxNLpIAY, DWtgbzLDgwm, DXKAbR8ETEo, MoonshotAI/Kimi-K2.5
- Action: Audit your agent's context window usage → separate context (ephemeral) from memory (persistent) from harness (structural) → implement retrieval layer (Onyx or similar) → add tool-use via MCP → test with Claude Code as the orchestrator → measure task completion, not conversation quality.

## 25 Agents Walk Into a Market: AI-Powered Trading Infrastructure
- Guide: https://dejaviewed.dev/guides/ai-trading-agents
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-ai-trading-agents
- Class: arbitrage_opportunity
- Quality: 5/5
- Difficulty: Hard
- Thesis: Quantitative finance is being rebuilt on AI agents — not as black-box predictors, but as multi-agent debate systems that combine physics models, regime detection, and autonomous execution.
- Entries: DX9aDFDOMS1, DW1kTMcExSj, DW6uAQdk1r0, DTLkCVXE7O6, DWzAGZzE9gV, DW4GU9HE8nd
- Action: Build regime detection with HMMs → layer Heston vol surface for options → add phase space reconstruction for hidden dynamics → implement A-S market making for execution → wrap in multi-agent debate system where agents specialize by model type → score on real P&L, not backtest metrics.

## The Claude Code Power User's Toolkit: From Token Waste to Terminal Dominance
- Guide: https://dejaviewed.dev/guides/claude-code-mastery
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-claude-code-mastery
- Class: life_leverage
- Quality: 5/5
- Difficulty: Easy
- Thesis: Claude Code's ceiling isn't the model — it's your configuration. CLAUDE.md, primer.md, hooks, parallel worktrees, and memory systems turn a chatbot into an autonomous engineering team.
- Entries: DVQ5o6YDfsp, DV6QY8QjoRW, DVzvsgijOLT, DUzg0n1jRK-, DXStFLkkphz, DXXs8LCjYR7
- Action: Write a CLAUDE.md with project rules + persona → add primer.md for session state → install hooks for automation → set up parallel worktrees for multi-agent work → install the 7 key repos → configure memory system → measure token usage and optimize.

## The One-Person Creative Empire: AI Tools That Replace an Entire Agency
- Guide: https://dejaviewed.dev/guides/one-person-creative-studio
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-one-person-creative-studio
- Class: workflow_multiplier
- Quality: 5/5
- Difficulty: Medium
- Thesis: Claude Code + Figma + Runway + Higgsfield + TouchDesigner enables a single person to produce marketing, video, interactive art, and web design at agency quality — the creative middle class is being born.
- Entries: DXKani5jWFi, DV09StsDI2d, DXKFrnQEfEQ, DW6tpWWMtZV, DXFaQvyExqx, DXOWz4yjN--
- Action: Set up Claude Code as creative orchestrator → connect Figma for design → add Runway/Higgsfield for video → TouchDesigner + MediaPipe for interactive → Cursor for web builds → run marketing, design, video, and interactive art from a single workstation.

## The Claude Harness Pattern: Context, Memory, and Cognitive Scaffolding
- Guide: https://dejaviewed.dev/guides/claude-harness-pattern
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-claude-harness-pattern
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Medium
- Thesis: The most effective Claude users aren't writing better prompts — they're building harnesses: layered systems of CLAUDE.md files, skills, hooks, and memory that turn a chat window into a persistent, self-improving agent. This pattern emerged independently across multiple creators and maps directly to how production AI systems are being architected.
- Entries: DX7oRT3J1Hq, DXeZ7C5kcl8, DYTxLQgRdZJ, DYXWNTERFhZ, DYakjE8JDcX, DYbGP6TjV_6, DZOunMaJjjK, DZVXehQRe3T
- Action: 1. Audit your current Claude setup — do you have a CLAUDE.md? Skills? Hooks?
2. Map your workflow: what context does Claude need every session vs. occasionally?
3. Build a minimal harness: CLAUDE.md (permanent rules) + primer.md (session state) + skills/ (reusable workflows)
4. Add memory persistence: file-based or MCP-backed cross-session recall
5. Layer in hooks for self-correction (caveman mode, token discipline, audit-after-step)

## MediaPipe × TouchDesigner: Real-Time Body-to-Art Pipeline
- Guide: https://dejaviewed.dev/guides/mediapipe-touchdesigner-pipeline
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-mediapipe-touchdesigner-pipeline
- Class: creative_fusion
- Quality: 5/5
- Difficulty: Medium
- Thesis: MediaPipe's body/hand/face tracking combined with TouchDesigner's node-based visual programming creates a real-time pipeline where human movement becomes generative art. Multiple creators are independently converging on this stack — from spider-web string simulations to 3D Gaussian splatting to interactive music visualizers.
- Entries: DW6tpWWMtZV, DXOWz4yjN--, DYaNXZJx_L3, DYiiwmzpRM7, DYpRWC1OO0u, DFaChZeMdn1, DVoReJNCGxT, 891906d4212e
- Action: 1. Install TouchDesigner + MediaPipe Python bindings
2. Set up basic hand landmark tracking (21 points per hand)
3. Pipe landmark data into TouchDesigner via OSC or shared memory
4. Build a simple particle system that responds to hand position
5. Layer in face mesh (468 landmarks) for expression-reactive visuals
6. Export as standalone for installations or stream via NDI

## The One-Person Studio: Creative Tech Stack That Replaces a Team
- Guide: https://dejaviewed.dev/guides/creative-tech-stack-2026
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-creative-tech-stack-2026
- Class: workflow_multiplier
- Quality: 5/5
- Difficulty: Hard
- Thesis: In 2026, a single creator with Claude Code, Cursor, Blender, and a handful of AI tools can produce work that required a 5-10 person team two years ago: interactive 3D websites, motion-captured animations, AI-assisted VFX, generative music videos. These entries collectively map the full stack.
- Entries: DX3FPMgDgZy, DW6tpWWMtZV, DXFaQvyExqx, DXOWz4yjN--, DW7lN7sj2ow, DY8TYwpCd8P, DYAI_fCuvrY, DYaNXZJx_L3
- Action: 1. Concept: Claude Code for rapid prototyping + ideation
2. 3D: Blender + motion capture via MediaPipe (500+ landmarks/frame)
3. Video: AI generation via Veo/Kling/Pika for b-roll and effects
4. Interactive: React/Three.js for browser-based 3D experiences
5. Music: AI-assisted composition + Audacity for post-production
6. Ship: Cursor for polishing the final interactive site
7. Distribution: Direct-to-audience, no gatekeepers needed

## Beyond Prompting: Prompt Architecture as Engineering Discipline
- Guide: https://dejaviewed.dev/guides/prompt-architecture
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-prompt-architecture
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Medium
- Thesis: Prompt engineering is dead. What's replacing it is prompt architecture — the systematic design of context windows, memory layers, retrieval systems, and cognitive scaffolds. The shift from 'write a better prompt' to 'build a better system around the model' is the biggest unlock in practical AI right now.
- Entries: DV84iOPgE5f, DXeZ7C5kcl8, DYP-TkppmPM, DYakjE8JDcX, DYiiwmzpRM7, DZ5R-8OxvUQ, DZGC7HXtr1f, DaLT2hFRrFZ
- Action: 1. Stop optimizing prompts in isolation — map the full context flow
2. Implement RAG with hybrid search + reranking for internal docs
3. Build a memory layer: what the model needs to remember across sessions
4. Add retrieval-augmented generation for domain-specific knowledge
5. Design self-correction: let the model audit its own output
6. Measure: track which context components actually improve output quality

## Autonomous Agents in the Wild: What's Actually Working in 2026
- Guide: https://dejaviewed.dev/guides/autonomous-agents-wild
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-autonomous-agents-wild
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Hard
- Thesis: Autonomous agents went from demo-ware to daily drivers in 2026. But the gap between 'impressive demo' and 'reliable tool' is massive. These entries map the frontier: Qwen agents roaming NYC streets, Claude automating daily workflows, Kronos failing hedge fund stress tests. The pattern: narrow agents with clear guardrails work; general agents with vague goals don't.
- Entries: DXx6KhJshmv, DV84iOPgE5f, DWUy57jDulU, DX7oRT3J1Hq, DXeZ7C5kcl8, DY8TYwpCd8P, DYNXFvVN0c_, DYTxLQgRdZJ
- Action: 1. Start narrow: one task, one tool, one feedback loop
2. Build in guardrails before capability (kill switches, budget limits, scope constraints)
3. Test adversarially: what happens when the agent encounters edge cases?
4. Add persistence: agents need memory to avoid repeating mistakes
5. Monitor: log everything, review regularly, prune bad patterns
6. Scale horizontally: multiple narrow agents > one general agent

## Claude Mastery: From First Install to Advanced Agent Architecture
- Guide: https://dejaviewed.dev/guides/claude-mastery
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-claude-mastery
- Class: life_leverage
- Quality: 5/5
- Difficulty: Easy to Hard
- Thesis: Claude Code is not a chatbot — it's a programmable agent framework. The gap between 'using Claude' and 'mastering Claude' is a stack of learnable patterns: CLAUDE.md configuration, skills/hooks/MCP extensibility, memory persistence, cognitive scaffolding, prompt architecture, parallel worktrees, and multi-agent orchestration. This guide maps every layer with dated, sourced entries that track the evolution from Opus 4.6 through Fable 5.
- Entries: DWoYMJDD6oO, DYakjE8JDcX, DLuiACnKWP9, DV6QY8QjoRW, DW19ezVx9km, DWo1eJSCddV, DYXWNTERFhZ, DVQ5o6YDfsp
- Action: 1. Install Claude Code: npm install -g @anthropic-ai/claude-code
2. Create CLAUDE.md in your project root with behavioral rules
3. Install 2-3 starter skills (brainstorming, systematic-debugging)
4. Set up auto-memory (file-based or MCP-backed)
5. Add hooks for session-start context loading
6. Learn thinking keywords (think → ultrathink progression)
7. Try parallel worktrees for multi-branch development
8. Build custom skills for your recurring workflows

## Red-Team Your Own Agent — prompt-injection CI from the jailbreak corpus
- Guide: https://dejaviewed.dev/guides/agent-injection-ci
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-agent-injection-ci
- Class: emergent_capability
- Quality: 5/5
- Difficulty: Medium
- Thesis: The catalog holds both halves of a loop nobody has closed. On one side sit offense corpora and autonomous attackers — L1B3RT4S still landing on GPT-5, an agent that goes from one sentence to a verified exploit, scanners hunting exposed AI servers. On the other sit the pipes that pour untrusted text into your agent — Agent Reach reading Reddit and X, 90k-skill hubs, one-command skill installers. Point the attacker inward and you get prompt-injection CI — every skill install and harness change gets replayed against a jailbreak-and-hijack suite before it touches your keys.
- Entries: DOPqBfyDMHG, DdKKSaANJm7, DaGEbyAAHOo, Dd6izTYiln1, Db0vxQexdJI, DXcWjL0jLsd, DYX_M8yx6r4, DX4qpEHxY7g
- Action: Build a 50-case suite this week — 20 L1B3RT4S-style jailbreaks, 20 Noma-style 'just ask for the data' hijacks planted in fake Reddit/X posts fetched via Agent Reach, 10 sponsored-option nudges — and run it against your harness with a canary secret in the environment
Wire it as a pre-install hook: any new skill from find-skills or a skills hub gets diffed, then the suite reruns with that skill loaded; fail the install if the canary leaks or a tool call goes outside the allowlist
Add the sandboxing layer from the portfolio-projects post — per-skill capability manifests (network, filesystem, secrets) — and measure how many suite cases each manifest blocks
Falsifier: if a plain allowlist on outbound tool calls blocks ≥95% of the suite with no skill-level testing, the CI layer is overkill and a static policy file is the whole answer

## Skills That Earn Their Lines — benchmark-gated self-editing plus subtraction
- Guide: https://dejaviewed.dev/guides/eval-gated-skill-evolution
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-eval-gated-skill-evolution
- Class: workflow_multiplier
- Quality: 5/5
- Difficulty: Medium
- Thesis: Successor to the harness and second-brain dives. Those stop at 'append a lesson after every mistake'. The catalog now holds the missing machinery — Microsoft SkillOpt rewrites skills only when a benchmark improves, bilevel autoresearch adds a coach loop over the worker, Prime Agent rewrites its own harness to 95.5% on ARC-AGI-3 — and, crucially, evidence that subtraction matters as much as addition: Boris Cherny's simple mode and the setup-purge post show stale rules make newer models dumber. Combine them into a ratchet that both adds and deletes rules, keeping only edits that beat a held-out eval.
- Entries: DbEK3bustQ7, DbjLy_tormR, DbtJytsumrO, Dcgr7YiIXD9, DZnY2vaxWRF, Dd1cWobxn7n, DcMSk7Rxcdu, Dbhuaw7Pk4u
- Action: Export your last 3 months of Claude history, have a small model tag 40 representative tasks with pass/fail criteria — that is your held-out eval
Run an ablation sweep: drop each CLAUDE.md rule and skill one at a time, rerun the eval, delete anything whose removal does not hurt the score
Add the SkillOpt loop on a nightly cron — skills log issues, an optimizer proposes edits, only score-improving edits merge; export passing traces for a Soup fine-tune later
Falsifier: if eval scores vary more between two identical runs than between best and worst rule sets, your eval is too noisy and the whole ratchet is optimizing noise

## Anything With Geometry — Ink on Paper: the Pen-Plotter Loop
- Guide: https://dejaviewed.dev/guides/plotter-loop
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-plotter-loop
- Class: creative_fusion
- Quality: 5/5
- Difficulty: Medium
- Thesis: Fogleman's ln turns any 3D scene into hidden-line vector paths, and vpype makes those paths plotter-ready. Everything else in the catalog that produces geometry — a phone scan, a ripped PS1 level, a ray-marched fractal, a strange attractor, the phase-space shape of BTC volatility, a Blender scene an agent wrote in Python — becomes a source for that one pipe. The output is a physical ink original, and in a market drowning in free pixels that is the scarce thing.
- Entries: Dd9Uvy9ByCE, DeuZ4BnhCqA, DbqLB-zMoJR, DbcEatOsXG2, DbU9ysVITFS, DehlIB2PT4h, DYsSz2rvWGI, DTLkCVXE7O6
- Action: Week 1: install ln (Go) and vpype; have Claude Code write a script that loads an OBJ (start with a DuckStation PS1 rip or a phone scan) into ln, sets camera and texture paths, and exports SVG; run vpype linemerge/linesort and preview
Week 2: add two math sources — a Thomas attractor and a 3-lag phase-space embedding of a year of BTC daily volatility — emitted as 3D polylines straight into ln; make a 6-print series titled by date range
Week 3: plot the series on an A3 pen plotter (AxiDraw-class or a DIY drawing machine) with two pen weights, photograph per the print-on-demand guide, list originals plus POD reproductions, and submit to one grant
Falsifier: if scanned or ripped meshes produce unreadable line mush unless you hand-pick every path, or if plotted originals cannot sell above the POD print price, the loop is a toy, not a practice

## Strategy Autoresearch — the judge is the product, not the agent
- Guide: https://dejaviewed.dev/guides/overfit-proof-autoresearch
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-overfit-proof-autoresearch
- Class: workflow_multiplier
- Quality: 5/5
- Difficulty: Medium
- Thesis: Self-rewriting loops (Karpathy-style autoresearch, bilevel coach loops, Microsoft SkillOpt) keep any edit that beats a benchmark. Point one at trading and it becomes an industrial overfitting machine — the backtest is the benchmark, and the loop will beat it ten thousand times. The quant saves already hold the fix: probability of backtest overfitting, permutation tests, transaction costs and backtest-to-live drift. Wire those in as the loop's judge, and use the loop's own log as the exact count of trials — the number human quants never know.
- Entries: DbEK3bustQ7, DbjLy_tormR, DeNnxp5v_Fu, DTZyMVPiHM5, DT8BX8vEzHm, DWjr0x3Deom, DUx9t_FE0CY, DeW79CbCkO3
- Action: Wrap a vectorized backtester (VectorBT) in a SkillOpt-style loop where Claude proposes strategy edits and every proposal is appended to a trials table with its parameters and result.
Replace 'beats benchmark' with a judge that needs all four: positive after realistic fees, beats 95% of a permutation null, deflated Sharpe positive using the trials-table count, and a held-out year scored once at the end.
Have a second model (Codex or GPT) audit each surviving strategy's code for look-ahead bias before it reaches paper trading; monitor live drift with Wasserstein distance and auto-retire on breach.
falsifier: seed the loop with pure-noise synthetic prices. If anything passes the judge, the judge is broken — fix it before you show it a real market.

## Ambient Executive Function — glanceable hardware for agents and attention
- Guide: https://dejaviewed.dev/guides/ambient-executive-function
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-ambient-executive-function
- Class: life_leverage
- Quality: 5/5
- Difficulty: Easy
- Thesis: OpenAI built a $230 hardware controller for babysitting coding agents. Someone answered with a MacBook-notch status app, and Bot Crossing turned 80 agents into characters who raise their hands. Separately, NFC stickers make logging a habit a one-tap physical act, and Sharp memory LCDs stay on for days at e-paper power. Combine them into a small always-on desk object that shows what needs you, both agents waiting for approval and your own NOW list, and takes physical taps as input. That turns 'out of sight, out of mind' from a willpower problem into an environment.
- Entries: DbIxSSaEtGd, DbaFoAUMvnK, DczR-QlSMdK, DcJNZeBxR2D, DZoREIHtMjL, DctoIMltaNN, DWBEMihjWp7, DdKLjDHlG0c
- Action: Build an ESP32 + 2.7in Sharp memory LCD in a printed stand; it polls a tiny endpoint serving (a) top 3 lines of NOW.md, (b) count of agent sessions awaiting approval via a Claude Code Notification/Stop hook.
Stick NFC tags on desk, water bottle and door: tap = 'done/started/leaving', logged by an iOS Shortcut to the same endpoint; the display updates within seconds.
Run 14 days logging glance-triggered actions (taps within 2 min of a display change) and agent wait time before/after.
Falsifier: if glance-triggered actions fall to near zero by week two (habituation) and agent wait time doesn't drop, ambient display isn't beating a phone notification.

## Napkin Sketch → Production Asset: The 5-Tool Creative Pipeline
- Guide: https://dejaviewed.dev/guides/sketch-to-production
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-sketch-to-production
- Class: creative_fusion
- Quality: 4/5
- Difficulty: Easy
- Thesis: A hand-drawn sketch can become a production-ready 3D animation in under an hour by chaining Procreate → Magnific AI → 3DAI Studio → Move AI → final render. Each tool handles one transformation step.
- Entries: C5010-Kh1Mv, DDFdSEDtKZV, DIcw6N6snq1, DHTvblkRgZG
- Action: Draw in Procreate → upscale with Magnific → generate 3D mesh with Hunyuan3D or 3DAI → capture motion with Move AI → composite with Kling or Runway. Total time: ~45 minutes per asset.

## Body → Machine → Art: Real-Time Interactive Installations Anyone Can Build
- Guide: https://dejaviewed.dev/guides/interactive-installations
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-interactive-installations
- Class: expression_amplifier
- Quality: 4/5
- Difficulty: Medium
- Thesis: Kinect/MediaPipe body tracking + TouchDesigner + Unreal Engine = interactive art installations that respond to human movement. Previously needed a studio budget; now runs on a gaming laptop.
- Entries: DVoReJNCGxT, DFaChZeMdn1, DW9OgzCFcGY, CvsDXJbJh6O, CwNnre_Ih9l
- Action: MediaPipe for body tracking (free, runs on webcam) → pipe data to TouchDesigner → drive visuals in Unreal or project with a $200 projector. Gallery-quality interactive art for under $500 in hardware.

## The One-Person Video Studio: AI Tools That Replace a Production Team
- Guide: https://dejaviewed.dev/guides/ai-video-production
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-ai-video-production
- Class: workflow_multiplier
- Quality: 4/5
- Difficulty: Easy
- Thesis: Runway + Kling + rotoscoping + motion brush = professional video production without a crew, studio, or actors. Direct scenes with text prompts and motion controls.
- Entries: DDIAME6MhzY, DDFdSEDtKZV, C_8ia4lsMB3, C91jKVfxtG1, C7AUmaYS_tc, DHTvblkRgZG, DWl3Bo6jqX1
- Action: Script with Claude → generate base footage with Runway/Kling → direct characters with motion brush → rotoscope yourself in → edit on the node canvas → export. Cost: ~$30/month in AI tools.

## Code as Canvas: When Algorithms Become the Artist
- Guide: https://dejaviewed.dev/guides/generative-art-code
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-generative-art-code
- Class: expression_amplifier
- Quality: 4/5
- Difficulty: Medium
- Thesis: Ant colonies, boid simulations, particle systems, and generative algorithms create art that's alive — emergent beauty from simple rules. The artist writes the rules, not the pixels.
- Entries: DVCBNQ8jCly, DVndfhOE7A9, DVzqCC0jfH4, DWTTnvAgik_, DWLMdCUN1eR, DWlrC88Db2r
- Action: Pick a natural system (flocking, diffusion, growth). Code it in p5.js or TouchDesigner. Add interaction (sound, body tracking, data feeds). The art emerges — you don't draw it, you evolve it.

## Prompt Engineering Isn't Dead — It Just Grew Up
- Guide: https://dejaviewed.dev/guides/prompt-engineering-discipline
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-prompt-engineering-discipline
- Class: workflow_multiplier
- Quality: 4/5
- Difficulty: Medium
- Thesis: Prompt engineering evolved from 'add please' to a real discipline: structured frameworks, adversarial testing, llms.txt standards, and system-level prompt architecture that shapes model behavior at scale.
- Entries: DWoYMJDD6oO, DWxmSwTDFk2, DOPqBfyDMHG, DIe7QoQCong, DWoZspWDo6F, DU5Wjs2DbWS
- Action: Study Anthropic's leaked system prompt for structure patterns → implement llms.txt for your own sites → build a prompt library organized by use case (research, code, creative) → test prompts adversarially with L1B3RT4S techniques → add GitReverse to your workflow for learning from others' prompts.

## The Incentive Trap: Game Theory for the AI Age
- Guide: https://dejaviewed.dev/guides/game-theory-ai
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-game-theory-ai
- Class: life_leverage
- Quality: 4/5
- Difficulty: Easy
- Thesis: Game theory isn't abstract math — it's the operating system behind every AI product decision, every market move, and every platform play. The entries in this collection reveal the incentive structures hiding in plain sight.
- Entries: DXprHQ8Dg3G, DXiR_RyCF8s, DV6c9ItjPZp, DRzrIiDDjN5, DXMt7CtEeEo, DXcs7NJiSy1
- Action: Map the incentive structure before making any decision → identify who benefits from each outcome → look for lock-in mechanisms (Elon's $1 pattern) → study failed strategies to understand what the 'game' actually is → apply physics intuition (equilibria, forces) to strategic situations.

## Art Without Gatekeepers: How AI is Rebuilding the Creative Economy
- Guide: https://dejaviewed.dev/guides/art-market-disruption
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-art-market-disruption
- Class: arbitrage_opportunity
- Quality: 4/5
- Difficulty: Medium
- Thesis: The art market's gatekeeping structure — galleries, curators, collectors, degree requirements — is being dismantled by AI tools and direct distribution. Artists who adapt are finding new revenue streams (AI-assisted commissions, generative art NFTs, interactive installations). Those who resist are watching their distribution channels commoditize around them.
- Entries: DX3FPMgDgZy, DW6tpWWMtZV, DR6kWKTDJ1T, DXirC3ujavl, DZZxvq7IPeE, DZsEdvNoFdm, DZxdjAtgJsN, DYeHzvgCURl
- Action: 1. Inventory your skills: what do AI tools amplify vs. replace?
2. Experiment with AI-assisted workflow (not AI-generated — AI-assisted)
3. Build direct distribution: portfolio site, social presence, email list
4. Explore interactive/generative formats that galleries can't replicate
5. Price for the new market: commissions, prints, installations, licensing
6. Document your process — the behind-the-scenes is the new gallery wall

## Earned Autonomy — a three-tier router that demotes work to your own GPU
- Guide: https://dejaviewed.dev/guides/earned-autonomy-router
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-earned-autonomy-router
- Class: arbitrage_opportunity
- Quality: 4/5
- Difficulty: Medium
- Thesis: Three trends in the catalog point at one design. Orchestrator-worker splits (Fable plans, Opus or GPT-5.6 executes) cut frontier spend. A 27B Qwen now fits a single 24GB card and posts agentic benchmarks that were frontier-only a year ago, while open-token share flipped to 80/20 in twelve weeks. And vendors can change the deal overnight — Anthropic killed subscription tokens in third-party tools. The agentic OS blueprint's 'earned autonomy' is the missing link: let each task class graduate down the stack — frontier, mid-tier, local — as its review pass rate proves it can.
- Entries: Da1hOm7scjR, DamEcWuPvX0, DaojVuSNKno, DeW79CbCkO3, DcCdYgnJ10h, DbjmqTYJfMY, DeIOphnT7Yq, DVKJlJYEsmm
- Action: Log every delegated task for two weeks with a class label (rename, test-writing, data cleanup, UI tweak) and the reviewer's pass/fail
Stand up Qwen 27B via llama.cpp or Ollama behind the same subagent interface; route one low-stakes class to it in shadow mode and grade it with the same frontier reviewer
Add the promotion rule: 20 consecutive passes moves a class one tier down, any fail moves it back up; track dollars saved per class
Falsifier: if after a month no task class sustains a 90%+ pass rate on the local tier, the local floor is not there yet for your work — stay two-tier

## Every App Is Headless Now — agents that build their own control surface
- Guide: https://dejaviewed.dev/guides/headless-everything
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-headless-everything
- Class: arbitrage_opportunity
- Quality: 4/5
- Difficulty: Hard
- Thesis: Chamath's claim that software IP stops being a moat once agents call services via MCP assumes the service ships an MCP. The catalog quietly shows you no longer need its permission. 'Build yourself a CLI for this program' covers apps with no API, Reverse Engineer Anything and the Ghidra-backed REA MCP explain closed binaries, and Claude Code already strips a smart TV over WiFi. Put these together and any legacy or closed tool becomes agent-drivable — and Bending Spoons' acquire-and-rebuild playbook shows what that is worth when the software is stagnant.
- Entries: Db1P-TOSkZl, DeV2n53gLgf, DerpSl6D8pX, DesVu_EJZZK, DWiCWyZj1rc, DeWzqDXJ3ff, DdeoJI9KGtq, DclyX25u9Sf
- Action: Pick one MCP-less desktop tool you or a local business already uses; prompt the agent to 'build yourself a CLI' covering its top 5 actions and log how many need UI automation versus file/DB access
For the stubborn actions, run Reverse Engineer Anything (or REA MCP for native binaries) to find the underlying file formats or local endpoints, and replace UI clicks with direct calls
Wrap the CLI as an MCP server, run a week of real tasks through it, and price the result as a monthly 'we run it for you' service
Falsifier: if the wrapper breaks on more than one vendor update per month, the maintenance cost eats the margin and this is a consulting gig, not an arbitrage

## Dox Yourself First — a scheduled agent that runs the OSINT kit on you
- Guide: https://dejaviewed.dev/guides/self-osint-sentinel
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-self-osint-sentinel
- Class: life_leverage
- Quality: 4/5
- Difficulty: Easy
- Thesis: The catalog saved a full attacker toolkit — Sherlock and Alien's Eye for usernames, email-to-account mappers, deleted-Reddit recovery, GeoSpy geolocating photos from plants and shadows — next to the defense: a de-dox checklist written after Meta AI inferred a creator's home from old posts, a data-broker opt-out game, the Flock plate-search transparency site. An agent with a weekly cron can run the offense against you and file the defense automatically. The same tools that took a security team now fit in one scheduled skill.
- Entries: Dc9172rFZuS, Db3ZNRcRhzW, Dce2O2Did0E, Db9ExYzq_3e, DdFecuaD-ql, DNS0YG0NrLt, DdKLjDHlG0c, Db-9QiOxxPe
- Action: Write one skill that runs Sherlock (via uv) and an email-enumeration tool against your own handles and addresses, storing results in a table keyed by date
Add a photo pass: send your last 20 public images to a geolocation model and flag any that resolve within a few km of home
Schedule it weekly, diff against last run, and have the agent draft data-broker opt-out requests from the checklist for each new hit
Falsifier: if three consecutive weekly runs surface nothing new and the opt-outs stick, a quarterly manual checklist is enough and the agent is overhead

## Capture the Room Twice — Splat Scans and Song for Roots Music
- Guide: https://dejaviewed.dev/guides/sonic-place-portraits
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-sonic-place-portraits
- Class: creative_fusion
- Quality: 4/5
- Difficulty: Medium
- Thesis: Roots musicians already treat the room as an instrument — testing a 200-year-old house's resonance, filming tunes on porches and in old venues, the way Lomax filmed singers in their own kitchens. A phone can now capture that room as a Gaussian splat, and Gausseous makes the splat react to audio in a browser. Record the room's acoustics in the same session and the sound and the image come from one capture of one place.
- Entries: DUOwelij-pU, DOwuQwPkeVm, DajBiyRpCr6, 891906d4212e, DbU9ysVITFS, DcicSv_J7vo, Da20EPjsSNP, CvsDXJbJh6O
- Action: Scan one meaningful room (a porch, a church, a barn) with a phone splat app (Polycam or Luma), then load the .ply into Gausseous and drive it with a rough recording of one tune
In the same session, record a clap or sine-sweep impulse response of the room and convolve your dry instrument recording with it, so the audio carries that room's acoustics
Cut a 60-second vertical piece — real performance footage intercut with the reacting splat — and A/B it against a plain performance video on the same account
Falsifier: if low-light interior scans come out too noisy to read, or the splat cut loses watch-through to the plain performance video, the format is a gimmick

## Escaping the AI House Style — Taste Trained on the Public Domain
- Guide: https://dejaviewed.dev/guides/archive-trained-taste
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-archive-trained-taste
- Class: expression_amplifier
- Quality: 4/5
- Difficulty: Medium
- Thesis: Look at the design stacks in this catalog and the same names keep coming back: Impeccable, awesome-design-md, 21st.dev, Emil Kowalski skills. When everyone feeds their agent the same borrowed systems, AI-built work converges on one house style. The way out is the reference corpus — scrape a public-domain archive nobody is mining, like rave zines, arcade flyers, transit posters or historical maps, embed it, find your clusters, and compile them into a DESIGN.md and prompt profile only you hold.
- Entries: DcOs3VwRK0B, DdJ5ynbDxqS, DXNv-N3AEbJ, DG0-8I7SZCz, DYeHzvgCURl, DYoJ0GZi5p0, 2d34579778ce, 90095ffce6a5
- Action: Scrape 2–5K images from one archive (start with rave zines or arcade flyers), embed them with an open CLIP model, and inspect clusters in the TensorBoard projector; tag the 3–5 clusters you actually like
Have Claude write a DESIGN.md per cluster (palette, type, grid, texture, motion rules) plus a JSON image-prompt profile, then build the same landing page three ways: stock Impeccable, cluster A, cluster B
If the clusters hold, train a small image LoRA on the chosen cluster for hero imagery and wrap the whole thing as a Claude skill
Falsifier: if blind raters can't tell the archive-anchored pages from the stock-toolkit page better than chance, the corpus adds nothing the shared stack lacks

## Melody Genealogy — Crate-Digging the Public Domain with Local Search
- Guide: https://dejaviewed.dev/guides/melody-genealogy
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-melody-genealogy
- Class: emergent_capability
- Quality: 4/5
- Difficulty: Hard
- Thesis: Chance McCoy traces Shady Grove back to Child Ballad #81 and Sally in the Garden to a 1929 Brunswick 78 — by ear, one tune at a time. Sample diggers do the same hunt for producer gold, also by hand. Local multimodal search like SentrySearch already finds moments in hours of video from a plain-language query. Point that pattern at Lomax, Prelinger and 78-rpm archives with audio embeddings, and you get a tune family tree plus cleared public-domain samples, each with provenance.
- Entries: DXcyWzxhMBh, DXon8Vwk7_B, DYxxszsBhUb, DOwuQwPkeVm, 188a1777bf67, ssrajadh/sentrysearch, DJ94FEmoMT7, DY1dhocznN3
- Action: Pull 200–500 public-domain recordings (Library of Congress and Internet Archive 78s), transcribe pitch contours with a melody extractor, and embed both contours and audio with an open audio model into ChromaDB, following SentrySearch's local layout
Test on known families: do Shady Grove / Matty Groves and the Hog-Eye Man tunes land near each other? Have Claude write a lineage-graph view (NetworkX plus a force graph) with timestamped links back to sources
Package one cluster as a public-domain sample pack with a provenance sheet and a short video tracing its family; release free and measure producer pickup
Falsifier: if known variant families don't cluster above chance in embedding space, the search is noise and the hand method stays the only method

## Own the Thermometer — $100 sensors as prediction-market edge
- Guide: https://dejaviewed.dev/guides/sensor-settled-contracts
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-sensor-settled-contracts
- Class: arbitrage_opportunity
- Quality: 4/5
- Difficulty: Medium
- Thesis: A student cleared $100K+ on Polymarket weather contracts with a dorm-built weather station, and a separate trader harvests contracts already sitting at 99c. Put those next to free real-time feeds (NASA EONET, SDR-received weather satellite images, public EIA/HIFLD infrastructure data, live plane and ship layers) and the pattern is clear — the edge on event contracts is not a smarter model, it is a faster or closer read of the exact source the contract settles on. Cheap sensors plus an agent that watches the order book in the final hours turn that into a repeatable process. A student cleared $100K+ on Polymarket weather contracts with a dorm-built weather station.
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DWrQKaskWlZ, Dd6W2q5gZJ-, DW6Ny_zkqSY, DccLLkoPCT1, DUrQ187EvI4, Dd4Ca8oiiyB
- Action: Pull every open weather and event contract on Kalshi and Polymarket, and have Claude extract the settlement source and timing rule from each contract's rules into one table — which station, which report, what time.
Pick the three contracts whose settlement station you can get physically near or read faster than its official report; log a Raspberry Pi sensor plus the public 5-minute station feed side by side for two weeks.
Paper-trade only the final six hours before resolution, with a scheduled agent comparing your live reading to the market's implied probability and to the 99c harvest opportunities in the same window.
falsifier: if the official station's public intra-hour feed already moves the price as fast as your sensor does, your sensor adds nothing — the edge was always the dorm student's local microclimate, not a method.

## Forecast the Weather, Not the Price — gating models by tradeability
- Guide: https://dejaviewed.dev/guides/predict-predictability
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-predict-predictability
- Class: emergent_capability
- Quality: 4/5
- Difficulty: Medium
- Thesis: Open candlestick foundation models like Kronos give you a forecast on every bar, and a hedge-fund stress test says it fails on many levels. A separate save shows the better question: a small logistic regression that predicts tomorrow's efficiency ratio (trend versus chop) and skips the choppy days lifted almost every metric over two years out of sample. Physics-flavored measures in the quant collection — Lempel-Ziv compressibility, Hurst exponent, Lyapunov exponent, hidden Markov regimes — are all measures of the same thing: is this market forecastable right now? Use them as a confidence gate on the foundation model, not as signals.
- Entries: DeF5_5yPtDb, DWz7VPXjr5V, DW7thNGDrPJ, DW-TOhIDgjh, DUTQPorEwuP, DTPrgWIk4Ns, DTiLFogE4KT, DW1kTMcExSj
- Action: Run Kronos zero-shot on two years of hourly BTC and QQQ and log every forecast with its realized error.
Compute rolling efficiency ratio, Lempel-Ziv complexity and Hurst for each bar, bucket bars into tradeability quintiles, and plot Kronos error per quintile.
If error falls across quintiles, fit the efficiency-ratio-style logistic model to predict next-period tradeability and paper-trade Kronos only in the top bucket.
falsifier: if Kronos error is flat across tradeability quintiles, the complexity measures say nothing about this model's skill and the gate is decoration.

## Buying Dead Apps — the one-person AI-native rollup
- Guide: https://dejaviewed.dev/guides/micro-bending-spoons
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-micro-bending-spoons
- Class: arbitrage_opportunity
- Quality: 4/5
- Difficulty: Hard
- Thesis: Bending Spoons went from $40k to an $18B IPO by buying stagnant software, rebuilding only what customers use, and compounding the margin. Public SaaS multiples just got cut in half. Meanwhile the catalog holds the full toolchain for agent-driven rebuilds — repo comprehension, reverse engineering, orchestrator/executor loops with earned autonomy, and checklists for the legal and performance gaps vibe-coded apps leave. Scale the playbook down: small cash-flowing apps sell for a few times annual profit, and the rebuild cost is the variable AI just crushed.
- Entries: DclyX25u9Sf, DXFzEoeCW6S, DX4VJO6zMzL, DdeoJI9KGtq, DeV2n53gLgf, Da1hOm7scjR, DamEcWuPvX0, Db9Br3XBTPj
- Action: Scrape listings on micro-acquisition marketplaces (Acquire.com, Flippa) under $50k and have Claude score each on revenue stability, stack age, and how much of the code you could replace.
For the top three, request repo access under NDA, run gitingest plus deepwiki, and have an orchestrator agent produce a rebuild spec, a cost estimate in hours and the compliance gap list.
Buy one, ship PostHog first, then rebuild only the top-used flows with an orchestrator/executor loop and daily regression tests, and track churn monthly.
falsifier: if the rebuild plus migration costs more than six months of the app's profit, or churn after migration goes above 10%, the AI discount isn't real at this size.

## Scan, Fit, Print — agents that design parts around real objects
- Guide: https://dejaviewed.dev/guides/scan-fit-print
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-scan-fit-print
- Class: emergent_capability
- Quality: 4/5
- Difficulty: Medium
- Thesis: Open-source scanners (a smartphone Orbiter rig, a Raspberry Pi handheld LiDAR, LingBot-Map's video-to-3D) now produce a usable mesh of the thing you need to fit. LLMs already write Blender Python, and they can build a CLI for any app that has no MCP. Point the agent at the scan, have it write parametric CAD that references the scanned surfaces, and you get a custom-fit part on the first print. That is the step generative 3D can't do yet.
- Entries: DbcEatOsXG2, DbU9ysVITFS, DXVhsG7DWMI, DeuZ4BnhCqA, Db1P-TOSkZl, DZMoG2mMM1t, DV0wil8gKqk, DbwH5S2hnfO
- Action: Scan three awkward real objects (a tool handle, a bike mount point, a phone in its case) with the Orbiter workflow or photogrammetry; export clean meshes.
Have Claude Code write a CadQuery/FreeCAD script that imports the mesh, fits planes/cylinders to the contact surfaces, and builds a mount with a stated clearance (e.g. 0.3 mm); prompt it to build its own CLI for the slicer.
Print, test fit, feed caliper measurements back as corrections; log iterations-to-fit for agent vs your hand CAD.
Falsifier: if agent CAD needs more print iterations than your own hand CAD on 3 of 3 objects, the scan-to-parametric step isn't ready — the fitting step, not the scanner, is the bottleneck.

## Benchmark Your Brain — the skill-optimizer loop, pointed at the human
- Guide: https://dejaviewed.dev/guides/benchmark-your-brain
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-benchmark-your-brain
- Class: workflow_multiplier
- Quality: 4/5
- Difficulty: Easy
- Thesis: The agent world now rewrites skills against benchmarks: SkillOpt rejects any edit that doesn't beat the eval, Karpathy-style autoresearch adds an outer coach loop, and skills log their own failures for batch rewrites. Meanwhile the catalog's learning entries stop at 'turn saves into quizzes'. Run the same loop on yourself. Your saves are the training set, auto-generated quizzes are the eval set, and an outer coach rewrites your study playbook whenever your scores plateau.
- Entries: Db3u0hAPCHV, DbEK3bustQ7, DbjLy_tormR, Dcgr7YiIXD9, Dd1cWobxn7n, DdUNm6sx_x1, Db03wymJ1OI, DdYbBL5IlNq
- Action: Export the last 60 days of saves (DejaViewed parquet works) into a table; a weekly Claude skill clusters them into 3 topics and writes 15 retrieval questions each, held out from the study notes.
Quiz yourself cold, log scores per topic; the coach skill rewrites the study playbook (spacing, format: explain-back, build-a-thing, game) only if next week's held-out score beats the last.
Add chat-history mining monthly: questions you re-asked the AI become forced quiz items.
Falsifier: if held-out scores after 6 weeks are no better than a no-coach control topic studied with plain flashcards, the outer loop adds overhead not learning.

## Offline AI Appliances — one job, one box, no cloud
- Guide: https://dejaviewed.dev/guides/offline-ai-appliances
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-offline-ai-appliances
- Class: emergent_capability
- Quality: 4/5
- Difficulty: Medium
- Thesis: Gemma Translator puts speech recognition, translation and TTS on a Raspberry Pi 5, and it ships with a bill of materials and a printable case. Around it, the catalog holds a 100M-parameter local voice cloner, a 3B OCR model that reads 100-page PDFs in one pass, local video search over dashcam footage, 4GB-GPU fine-tuning, and 27B agent models on one 24GB card. Together these are a parts bin for single-purpose AI appliances: a box you hand to someone that does one job, works offline, and never sends their data anywhere.
- Entries: Db61Q1SCqtQ, DbWZwciSP4l, ssrajadh/sentrysearch, Db0vxQexdJI, DcvIZ7cT4_P, DcCdYgnJ10h, Dcez--ApG8i, DcJNZeBxR2D
- Action: Build Gemma Translator from its repo exactly as published to learn the deployment script and thermal limits of a Pi 5.
Fork it into a 'paperwork reader': Pi 5 (or a Jetson Orin Nano) + camera + Baidu Unlimited OCR + a small summarizer + Pocket TTS that reads letters aloud and flags bills; print the case.
Give it to one non-technical person for two weeks; log what they actually use.
Falsifier: if latency on the Pi is over ~10s per page or the person reverts to a phone app within a week, the appliance form factor isn't earning its keep at today's edge compute.

## Mission Control for 80 Agents — Conway's law meets game UI
- Guide: https://dejaviewed.dev/guides/agent-mission-control
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-agent-mission-control
- Class: creative_fusion
- Quality: 3/5
- Difficulty: Experimental
- Thesis: Once you run more than a handful of agents, the bottleneck is your attention, not tokens. Creative technologists are already prototyping the answer without naming it — Bot Crossing puts 80 agents on a tiny planet where they raise hands for help, AgentCraft runs them as Minecraft workers in isolated worktrees, a TouchDesigner sketch commands agents by gesture, a Quest 3 canvas directs them spatially. Casey Muratori's point that Conway's law now applies to agents says the interface and the agent org chart are the same design problem. Feed a Booking.com-style trace bus into a game-engine front end and you get a control room where structure is visible.
- Entries: DczR-QlSMdK, DeIfDwPI_ma, DctoIMltaNN, DcNrwpyiRlh, DdY7NUbDys2, DbSjJT7sLUf, Dcl3dEJAjo0, Dd-WP0FtFA6
- Action: Emit one JSON event per agent state change (started, blocked, needs-review, done) from your harness hooks onto a local queue — Redis or a file tail is enough to start
Point Bot Crossing (or a 200-line Three.js scene) at that queue so blocked agents visibly raise hands; cluster agents by the repo/module they own to make the Conway structure visible
Run a week with dashboard versus without and log minutes-to-unblock per blocked agent
Falsifier: if minutes-to-unblock does not drop by at least a third versus a plain notification, the game layer is decoration and a notch widget wins

## One Dancer, a Thousand Bodies — Ensemble Choreography from Herd Physics
- Guide: https://dejaviewed.dev/guides/one-dancer-thousand-bodies
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-one-dancer-thousand-bodies
- Class: emergent_capability
- Quality: 3/5
- Difficulty: Experimental
- Thesis: Crystal Pite's ensemble pieces make dozens of dancers move like one organism, and that takes a company and months of rehearsal. Now webcam mocap captures one dancer, text-to-motion models spin out variations, and the quant collection's Ising herding model supplies the missing rule: one temperature knob that moves a crowd from noise to sudden collective turns. That last step is a market model used here as a choreographic score.
- Entries: Dagn3XLsyrW, DYAI_fCuvrY, Tencent-Hunyuan/HY-Motion-1.0, DTsn_IKE06E, DVndfhOE7A9, DdCBqmzJgbW, DYuY_-7Oqk4, DacssZfNGNS
- Action: Capture 5 minutes of one dancer with FreeMoCap (2–3 webcams), retarget to a Blender rig, and generate 20 variants of each phrase with HY-Motion prompts
Have Claude write a Blender script: 200–1,000 instances on a lattice, each with an Ising spin (which phrase or facing to adopt) updated by neighbor coupling, plus boids spacing; expose temperature as a driver on a gamepad axis
Render a 90-second piece where you drop temperature through the critical point live, then add PPF cloth to a 50-body subset for the hero shot
Falsifier: if viewers describe it as a screensaver or particle effect rather than a crowd of people with intention, the herd score isn't carrying meaning

## The Album Is a Device Again — Offline Generative Music Objects
- Guide: https://dejaviewed.dev/guides/album-as-device
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-album-as-device
- Class: creative_fusion
- Quality: 3/5
- Difficulty: Hard
- Thesis: Tristan Perich already shipped a symphony as a chip in a CD case. Google's Gemma Translator shows a full speech model stack running offline on a Pi 5 with a printable case and parts list. Local voice cloning fits in 100M parameters, and memory LCDs sip power. Put those together and a song can be a small object that performs a slightly different take every time it plays — the artist's own voice and stems, recombined on device, forever, with no server.
- Entries: Db22ptPy577, Db61Q1SCqtQ, Db0vxQexdJI, DcJNZeBxR2D, DZoREIHtMjL, DbwH5S2hnfO, DWEccXSDIb9, DdYbBL5IlNq
- Action: Prototype on a Pi Zero 2 or Pi 5: a Python player that recombines 8–12 stems of one song by seeded rules (order, mutes, tempo drift) so no two plays match; no ML yet
Add a local voice layer — Pocket TTS or a small cloned-voice model speaking or singing a variable spoken-word line — plus a memory LCD showing the play number and today's arrangement
Print 10 cases from the Gemma Translator STL as a base, price the run, and pre-sell to existing listeners
Falsifier: if listeners in a blind test prefer the fixed studio take every time, or the BOM forces a price above what 10 fans will pay, the format is a curio

## Selling to Agents — metered data for buyers that don't have eyes
- Guide: https://dejaviewed.dev/guides/selling-to-agents
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-selling-to-agents
- Class: arbitrage_opportunity
- Quality: 3/5
- Difficulty: Medium
- Thesis: Three saves describe one gap. Quality publishers block AI crawlers, so AI search cites whatever is left. AI assistants favor the sponsored option in 18 of 23 models, so they are steerable buyers. Software is going headless, so agents pick tools by speed, cost and accuracy instead of interface. x402 revives HTTP 402 so an agent can pay a stablecoin micropayment per request. A one-person owner of a clean niche dataset can sit exactly in that gap — machine-legible, crawler-reachable, and metered.
- Entries: DdAT0p1xg94, DdY6zn0hDff, Db4DLZIh5a3, DYN0298n2H5, DeWzqDXJ3ff, DWxmSwTDFk2, DaEH4BJMxRX, DcX_QwDjvH-
- Action: Expose one niche dataset you own (start with the DejaViewed catalog's api/ JSON) as a free llms.txt summary plus a richer x402-metered endpoint with structured, citation-ready records.
Wrap the same endpoint as an MCP server and list it publicly so Claude and other agents can find it; log every request, free and paid, with user agent.
Run a 60-day A/B on price per call (free, 0.1c, 1c) and track how often your records show up in Perplexity and ChatGPT answers.
falsifier: if after 60 days you see plenty of free crawls but close to zero paid calls, agents are not buying yet. The demand side doesn't exist and this is a 2027 idea, not a 2026 one.

## The AI Capex Stack — reading it like a credit analyst
- Guide: https://dejaviewed.dev/guides/ai-capex-credit-lens
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-ai-capex-credit-lens
- Class: emergent_capability
- Quality: 3/5
- Difficulty: Medium
- Thesis: An ex-Morgan Stanley structurer explains that CoreWeave-style GPU loans have a thin tail: loan, contract and GPU useful life are nearly the same length, so the bull case rests on hourly rental prices after contracts end. Other saves price that number from the demand side: open weights flipped to about 80% of token volume in 12 weeks, DeepSeek serves near-frontier agents at $0.28 per million tokens, a 27B model runs on one gaming GPU, and a $200 subscription buys about $7,000 of API usage. Token deflation is a direct input to post-contract GPU rental rates, and nobody in the catalog connects them.
- Entries: DehLFj6ON6C, DeIOphnT7Yq, DbjmqTYJfMY, DcCdYgnJ10h, DdMoE8qhnKE, DaA6cGsyQp3, DWWUXtNDlS1, DXFzEoeCW6S
- Action: Schedule an agent to log daily H100/B200 hourly rental prices from public marketplaces and the cheapest per-million-token price for three model tiers on OpenRouter into one table.
Pull neocloud debt and contract maturities from public filings and plot rental price against the period when large contracts roll off.
Write a monthly one-page note: is GPU-hour price falling faster than token volume is rising? Paper only, no positions.
falsifier: if GPU-hour rental prices hold flat or rise while token prices fall, usage growth (Jevons) is absorbing the deflation and the tail-risk thesis is wrong.

## Who's Across the Table — forensics for the system trading against you
- Guide: https://dejaviewed.dev/guides/counterparty-forensics
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-counterparty-forensics
- Class: life_leverage
- Quality: 3/5
- Difficulty: Easy
- Thesis: Across the catalog, the systems you interact with are quietly optimizing against you: a puzzle game runs an on-device XGBoost model to time difficulty to your ad value, overnight and intraday returns run as a decades-long sawtooth, a bedroom spoofer tripped depth-reading algorithms in the 2010 Flash Crash, wash trading inflates crypto volume, and exchanges sold speed to HFTs. Agent-plus-Ghidra decompilation and cheap tick data mean one person can now audit the counterparty instead of guessing about it.
- Entries: DecfvksvHiW, DerpSl6D8pX, DeF6WMaB-NX, DcbkTCnOxjl, DYnlB8vJC56, DdZiaTmJdSC, Dc83KJvzPrC, DWu_CQnjZjn
- Action: Split two years of SPY and QQQ returns into close-to-open and open-to-close legs, then subtract realistic open-gap spreads to see whether the overnight leg survives costs.
Export your own broker fills and compare each to the NBBO at the time, so you measure the price improvement or slippage you actually got.
For one paid or free-to-play app you use, run REA MCP on your own install and list every model or rule that adapts to you (authorized analysis only).
falsifier: if the overnight leg disappears after costs and your fills match or beat the NBBO, the counterparty isn't taking much from you at your size — move your effort to the strategy-loop dive.

## Mocap as Reward — teaching cheap robots to move like you
- Guide: https://dejaviewed.dev/guides/mocap-as-reward
- Deeper dive: https://dejaviewed.dev/deeper/deeper-insight-mocap-as-reward
- Class: emergent_capability
- Quality: 3/5
- Difficulty: Experimental
- Thesis: The Microduck RL demo shows the classic failure: a loose reward function makes the robot 'stand' in a way nobody intended. The catalog also holds the fix, scattered across collections. FreeMoCap turns a webcam into markerless motion capture, HY-Motion produces motion from text on robot skeletons, and Blender plus a GPU contact solver can rehearse physical contact. Use captured or generated motion as an imitation reward on a cheap open robot. The reward-design trial and error becomes 'show it what you mean'.
- Entries: DdCBqmzJgbW, DYAI_fCuvrY, Tencent-Hunyuan/HY-Motion-1.0, DacssZfNGNS, DYuY_-7Oqk4, DXvvNRssb64, C3X9J-wCQps
- Action: Reproduce the Microduck standing run in its sim with 4,096 envs; confirm the reward hack.
Record a 10-second webcam clip of a 'bob and look around' motion with FreeMoCap (or generate one with HY-Motion), retarget to Microduck's joints, and add a pose-tracking imitation term to the reward.
Compare policies: reward-only vs reward + imitation, scored by a blind viewer on 'looks intentional' and by joint-tracking error; deploy the winner to hardware if you have it.
Falsifier: if retargeting human motion to a duck-scale robot body produces infeasible joint targets that the policy can't track better than the plain reward, the motion prior is the wrong shape for small robots.

## L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5
- Class: guide
- Entries: DOPqBfyDMHG, DJ94FEmoMT7, DNTuDtvtZkS, DLuiACnKWP9, DLTpkBSoiwX, DHTvblkRgZG

## Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro
- Class: guide
- Entries: DLuiACnKWP9, DOPqBfyDMHG, DG0-8I7SZCz, DGn-XM2vikd, DHoPsMOxIRl, DIaraR1MjLZ

## Blender MCP + Tripo — 2D reference image to full 3D scene
- Class: guide
- Entries: DHoPsMOxIRl, DLuiACnKWP9, DD5q3AcS8KS, C8_7jdUssQH, DVQ5o6YDfsp, DVoReJNCGxT

## Hunyuan3D-2 — Tencent's free image-to-3D model generator
- Class: guide
- Entries: DIcw6N6snq1, DOPqBfyDMHG, DG0-8I7SZCz, DHTvblkRgZG, DD5q3AcS8KS, DDF0mC1vvkh

## World Labs — explorable 3D worlds from a single 2D image
- Class: guide
- Entries: DDF0mC1vvkh, DFaChZeMdn1, DIcw6N6snq1, DD5q3AcS8KS, DVoReJNCGxT, 891906d4212e

## Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work
- Class: guide
- Entries: DVQ5o6YDfsp, DLuiACnKWP9, DGn-XM2vikd, DHoPsMOxIRl, DIaraR1MjLZ, DBS0RmsR3zZ

## Boris Cherny's personal CLAUDE.md — plan-first, self-improving rules
- Class: guide
- Entries: DV6QY8QjoRW, DOPqBfyDMHG, DLuiACnKWP9, DGn-XM2vikd, DHoPsMOxIRl, DBS0RmsR3zZ

## primer.md + memory.sh — live-updating CLAUDE.md companion
- Class: guide
- Entries: DVzvsgijOLT, DLuiACnKWP9, DVQ5o6YDfsp, DVKJlJYEsmm, DV6QY8QjoRW, DV3fvORksud

## 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers
- Class: guide
- Entries: DUzg0n1jRK-, DG0-8I7SZCz, DLuiACnKWP9, DHoPsMOxIRl, DJM4x16uQMY, DBS0RmsR3zZ

## CLAUDE.md Workflow Template — plan mode, subagents and a lessons loop
- Class: guide
- Entries: DVMmXlME6mZ, DOPqBfyDMHG, DLuiACnKWP9, DIaraR1MjLZ, DBS0RmsR3zZ, C_iwddVPU0G

## Polymarket weather edge — dorm weather station, $100K+ traded
- Class: guide
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DWiFum7j-cS, DUI845-k3WR, DUrQ187EvI4, DTZyMVPiHM5

## Polymarket 99c limit-order edge — 75 automated trades/hour
- Class: guide
- Entries: DWEfIS9jRgI, DWzz7T9Ddex, DUrQ187EvI4, DWr2krjEgoe, DUoiJH_EiqP, DcZI9GWEqao

## llms.txt — get ChatGPT to recommend your local business
- Class: guide
- Entries: DWxmSwTDFk2, DOPqBfyDMHG, DJ94FEmoMT7, DNTuDtvtZkS, DG0-8I7SZCz, DLuiACnKWP9

## Onyx — open-source self-hosted agentic RAG platform
- Class: guide
- Entries: DWtgbzLDgwm, DOPqBfyDMHG, DLuiACnKWP9, DHoPsMOxIRl, DJM4x16uQMY, DIaraR1MjLZ

## Claude Code 'brevity mandate' — leaked system prompt tradeoff
- Class: guide
- Entries: DWoYMJDD6oO, DOPqBfyDMHG, DNTuDtvtZkS, DG0-8I7SZCz, DLuiACnKWP9, DLTpkBSoiwX

## 10 non-cliche quant research projects — Bayesian BL, RL factors, PBO
- Class: guide
- Entries: DTZyMVPiHM5, DVuULwWjApN, DWzz7T9Ddex, DWyX5nQkR5a, DWiFum7j-cS, DUI845-k3WR

## 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM
- Class: guide
- Entries: DUytAorCGE_, DVoReJNCGxT, DWzz7T9Ddex, DVndfhOE7A9, DWiFum7j-cS, DUI845-k3WR

## OpenScreen — free open-source Screen Studio alternative
- Class: guide
- Entries: DWl3Bo6jqX1, DOPqBfyDMHG, DG0-8I7SZCz, DLuiACnKWP9, DGn-XM2vikd, DIaraR1MjLZ

## Anthropic Claude Code source-code leak — scale commentary
- Class: guide
- Entries: DWmQYXikbqq, DLuiACnKWP9, DBS0RmsR3zZ, C_iwddVPU0G, DVQ5o6YDfsp, DVKJlJYEsmm

## Claude Code hooks — 3 daily-driver hooks from @jens.heitmann
- Class: guide
- Entries: DV8rkpGEbBJ, DLuiACnKWP9, DVQ5o6YDfsp, DVKJlJYEsmm, DV6QY8QjoRW, DV3fvORksud

## agents — 192 posts
- Class: domain
- Entries: DLuiACnKWP9, DHoPsMOxIRl, DELrS2cyDB4, DVQ5o6YDfsp, DVKJlJYEsmm, DV6QY8QjoRW, DV3fvORksud, DVuULwWjApN

## Claude — 191 posts
- Class: tool
- Entries: DG0-8I7SZCz, DLuiACnKWP9, DGn-XM2vikd, DBS0RmsR3zZ, C_iwddVPU0G, C8_7jdUssQH, DVQ5o6YDfsp, DVKJlJYEsmm

## video production — 183 posts
- Class: domain
- Entries: DOPqBfyDMHG, DJ94FEmoMT7, DHTvblkRgZG, DIaraR1MjLZ, DD5q3AcS8KS, DDFdSEDtKZV, DDIAME6MhzY, C_8ia4lsMB3

## art — 165 posts
- Class: domain
- Entries: DOPqBfyDMHG, DHTvblkRgZG, DIaraR1MjLZ, DIcw6N6snq1, C6JRjOVAOf-, C5010-Kh1Mv, CvzwEm0uOSc, DWTTnvAgik_

## open source — 138 posts
- Class: domain
- Entries: DOPqBfyDMHG, DJM4x16uQMY, DIaraR1MjLZ, DBS0RmsR3zZ, C9ybM2DSduy, DV3fvORksud, DVmBYgnDzp2, DVbfcdTkZ7R

## prompt engineering — 135 posts
- Class: domain
- Entries: DOPqBfyDMHG, DNTuDtvtZkS, DG0-8I7SZCz, DLTpkBSoiwX, DIcw6N6snq1, DIe7QoQCong, C9HMGeJy_2u, C9D08WCABiu

## AI agents — 128 posts
- Class: technique
- Entries: DLuiACnKWP9, DELrS2cyDB4, DVKJlJYEsmm, DVmBYgnDzp2, DVRnpZsj21m, DUzg0n1jRK-, DWuoMrQEc-f, DWtgbzLDgwm

## design — 118 posts
- Class: domain
- Entries: DG0-8I7SZCz, DIcw6N6snq1, CvzwEm0uOSc, DVbL-pREaBi, DVbfcdTkZ7R, DUzg0n1jRK-, 18ddc4b68b6c, 232baf569cb4

## software development — 110 posts
- Class: domain
- Entries: DLuiACnKWP9, DIaraR1MjLZ, DDxSqstOByh, C8_7jdUssQH, C37og6YN7TK, DVQ5o6YDfsp, DVRnpZsj21m, DToMeKHjuQk

## Claude Code — 104 posts
- Class: tool
- Entries: DLuiACnKWP9, DVQ5o6YDfsp, DV6QY8QjoRW, DV3fvORksud, DVzvsgijOLT, DVmBYgnDzp2, DVfZdeqDvyl, DVRnpZsj21m

## LLM — 98 posts
- Class: domain
- Entries: DOPqBfyDMHG, DJ94FEmoMT7, DNTuDtvtZkS, DLuiACnKWP9, DLTpkBSoiwX, DGn-XM2vikd, DHoPsMOxIRl, DJM4x16uQMY

## finance/trading — 83 posts
- Class: domain
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DWiFum7j-cS, DUI845-k3WR, DWjr0x3Deom, DTEncpgDoNv, DUrQ187EvI4, DTlSNFUjJj0

## 3D — 79 posts
- Class: domain
- Entries: DHoPsMOxIRl, DFaChZeMdn1, DIcw6N6snq1, DD5q3AcS8KS, DDF0mC1vvkh, C8_7jdUssQH, C5010-Kh1Mv, DVoReJNCGxT

## music — 75 posts
- Class: domain
- Entries: DELrS2cyDB4, C9D08WCABiu, DUI845-k3WR, 2a95c63bcce9, DW4NudCk9ji, DWlrC88Db2r, DW6NtbNCD9T, DScmnJ2AX7y

## code generation — 64 posts
- Class: technique
- Entries: DLuiACnKWP9, DIaraR1MjLZ, DDxSqstOByh, C8_7jdUssQH, C37og6YN7TK, DVRnpZsj21m, DToMeKHjuQk, DWrQKaskWlZ

## marketing — 59 posts
- Class: domain
- Entries: DIaraR1MjLZ, DU5Wjs2DbWS, DWyX5nQkR5a, DV8rkpGEbBJ, DNrF0qq5Pg3, DLypfhGRhKw, DIO37tGNHiD, DIQ4GdHI4ZH

## UI/UX — 57 posts
- Class: domain
- Entries: DJM4x16uQMY, DDIAME6MhzY, DV3fvORksud, DVbfcdTkZ7R, DUzg0n1jRK-, DW1gLxPCGUW, 7e0a26e411e0, 9e19f31d3704

## education — 52 posts
- Class: domain
- Entries: DDIAME6MhzY, C84vchvppua, 685f44ff3d7b, DFc6dPIobfQ, DVYacGjk9G3, DUBcUuDCE3j, DWrQbcLguGc, DWBEMihjWp7

## Anthropic — 49 posts
- Class: tool
- Entries: DOPqBfyDMHG, DLuiACnKWP9, DBS0RmsR3zZ, C_iwddVPU0G, DVKJlJYEsmm, DV6QY8QjoRW, DVRnpZsj21m, DVMmXlME6mZ

## algorithmic trading — 49 posts
- Class: technique
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DUI845-k3WR, DTEncpgDoNv, DTlSNFUjJj0, DWER2wEiCIt, DV2_BYWCO5s, DTZyMVPiHM5

## security — 48 posts
- Class: domain
- Entries: DOPqBfyDMHG, DJ94FEmoMT7, DWgum_yDjxi, DWlrC88Db2r, DWjj4FEjWjV, DW5JfoPjMx_, DX4qpEHxY7g, DYShNwIDzTK

## creative coding — 47 posts
- Class: domain
- Entries: DGn-XM2vikd, DFaChZeMdn1, DDF0mC1vvkh, DVoReJNCGxT, DVndfhOE7A9, DVCBNQ8jCly, DUytAorCGE_, DWLMdCUN1eR

## workflow automation — 45 posts
- Class: technique
- Entries: DLuiACnKWP9, DLTpkBSoiwX, DDF0mC1vvkh, DVQ5o6YDfsp, DVRnpZsj21m, DVMmXlME6mZ, DWncXNCD07J, DWl3Bo6jqX1

## ChatGPT — 44 posts
- Class: tool
- Entries: DOPqBfyDMHG, DNTuDtvtZkS, DLTpkBSoiwX, DIaraR1MjLZ, DIe7QoQCong, DELrS2cyDB4, DDIAME6MhzY, C_iwddVPU0G

## news — 43 posts
- Class: domain
- Entries: DWlrC88Db2r, DXvzZRMsan_, DXFzyoRjqN7, DYB0KhemTN0, DYN0298n2H5, DYXWNTERFhZ, DYbGP6TjV_6, DYf76ZYpt9i

## @angus.sewell — 42 posts
- Class: creator
- Entries: DWzHY9lkSZS, DVyek2-kbZg, DW1RIzvETWn, DUWoNrtEpEu, DXKAbR8ETEo, DVL-uyCkb5a, DVWOrJ6kft7, DWl8hGdkbKI

## API integration — 42 posts
- Class: technique
- Entries: C5-TsxEpeFk, DVKJlJYEsmm, DVmBYgnDzp2, DWrQKaskWlZ, DWncXNCD07J, DWLMdCUN1eR, DWnkds9Nfgo, DWiCWyZj1rc

## quant — 42 posts
- Class: domain
- Entries: DTsn_IKE06E, DTLkCVXE7O6, DW6uAQdk1r0, DW4GU9HE8nd, DW1kTMcExSj, DWzAGZzE9gV, DVyXe17E2iz, DVTjJW9E1nL

## MCP — 37 posts
- Class: technique
- Entries: DHoPsMOxIRl, DV3fvORksud, DVbfcdTkZ7R, DUzg0n1jRK-, DW1gLxPCGUW, DWzHY9lkSZS, DWncXNCD07J, DMRI00_iQgW

## data science — 37 posts
- Class: domain
- Entries: DJ94FEmoMT7, DNS0YG0NrLt, DDxSqstOByh, C-fG2CdtQvH, C84vchvppua, C5-TsxEpeFk, DVoReJNCGxT, DVuULwWjApN

## @6ab3 — 30 posts
- Class: creator
- Entries: open-multi-agent/scaffold, ssrajadh/sentrysearch, chenglou/pretext, 18ddc4b68b6c, MoonshotAI/kimi-cli, MoonshotAI/Kimi-K2.5, MiniMax-AI/MiniMax-M2.5, Tencent-Hunyuan/HY-Motion-1.0

## automation — 30 posts
- Class: technique
- Entries: DIe7QoQCong, DELrS2cyDB4, C5-TsxEpeFk, DVfZdeqDvyl, DUzg0n1jRK-, DW1gLxPCGUW, DWyX5nQkR5a, DWqV5eAD7TR

## architecture — 30 posts
- Class: domain
- Entries: DNS0YG0NrLt, C_8ia4lsMB3, C9HMGeJy_2u, DQe7FCzD01Q, Cw8A4nFvy7I, CwaBZ2eMK2O, CwNnre_Ih9l, CwNkyKyIVMW

## @quant.dhawan — 28 posts
- Class: creator
- Entries: DUI845-k3WR, DTaoXsmk4g0, DTsn_IKE06E, DTLkCVXE7O6, DW6uAQdk1r0, DW4GU9HE8nd, DW1kTMcExSj, DWzAGZzE9gV

## animation — 28 posts
- Class: domain
- Entries: DG0-8I7SZCz, DHTvblkRgZG, DDFdSEDtKZV, C5010-Kh1Mv, DTlSNFUjJj0, DL0Z7wshVeq, DVzqCC0jfH4, DWoYaIxDWJD

## @gigaqian — 27 posts
- Class: creator
- Entries: DW2hy6EDqt-, DVmnlldjgc1, DW-TOhIDgjh, DWUy57jDulU, DXFzyoRjqN7, DY0lUTcJlof, DYakjE8JDcX, DYf76ZYpt9i

## Python — 27 posts
- Class: tool
- Entries: DTaoXsmk4g0, DWfxDzktVfI, DTsn_IKE06E, DTLkCVXE7O6, DW6uAQdk1r0, DW1kTMcExSj, DWzAGZzE9gV, DVTjJW9E1nL

## productivity — 27 posts
- Class: domain
- Entries: DVQ5o6YDfsp, DWzPgGhiTcR, DOSBEmJD5nw, DXYSxNLpIAY, DXXHP5hj45o, DY-6VBpEgLS, DYFdoEVDbff, DYhOtBiCG5j

## branding — 27 posts
- Class: domain
- Entries: DVbL-pREaBi, DVbfcdTkZ7R, 624a234f4c5d, DUBcUuDCE3j, DUWoNrtEpEu, DXMKa0vEa81, DXKFrnQEfEQ, CnWjiJ_p6nw

## reference — 25 posts
- Class: domain
- Entries: DHoPsMOxIRl, DURb7uHl1fn, DVbL-pREaBi, DVbfcdTkZ7R, DVCBNQ8jCly, 0252755ce996, DWzPgGhiTcR, DWr2krjEgoe

## crypto — 24 posts
- Class: domain
- Entries: DWjr0x3Deom, DUytAorCGE_, DA7f01nt80B, C3zTNqgiAFg, DUa7z3MEq6A, DTLkCVXE7O6, DT8BX8vEzHm, DTiLFogE4KT

## hardware — 24 posts
- Class: domain
- Entries: DWgum_yDjxi, DVHg68JiC4b, DOSBEmJD5nw, C3dFjq4LbiP, DYShNwIDzTK, DYf76ZYpt9i, DZD_aFIptpw, DZr-edMsdKw

## @chase.h.ai — 23 posts
- Class: creator
- Entries: DUzg0n1jRK-, DV4JihMx_vD, DVryCC1jfi1, DWqAJostQ2k, DWnkds9Nfgo, DWifd94uEe6, DWfxDzktVfI, DW5bfmLt4bS

## @nateherkai — 23 posts
- Class: creator
- Entries: DW1gLxPCGUW, DWzPgGhiTcR, DW4NudCk9ji, DW6yhr6CHoP, DWBjCwCiVEe, DWjj4FEjWjV, DXXHP5hj45o, DW_8FsslNJi

## audio — 23 posts
- Class: domain
- Entries: C_8ia4lsMB3, DVmBYgnDzp2, DWncXNCD07J, DWnHQs-jqr3, DWl3Bo6jqX1, CvsDXJbJh6O, CuZnGxZOcXK, DUoJVmTESlV

## OpenAI — 22 posts
- Class: tool
- Entries: DNTuDtvtZkS, C91jKVfxtG1, DW4OC7qDj_w, DV6c9ItjPZp, DYNW3X7J2TH, DYX_M8yx6r4, DYiZL9IqW-O, DZCYkzJRdqZ

## OSINT — 20 posts
- Class: domain
- Entries: DVuULwWjApN, DVbA7IEDDql, DYShNwIDzTK, Dd84xuVhSuZ, DdrtshgqtvA, DdFecuaD-ql, DdFXWG9AWfE, Dc9172rFZuS

## @tenfoldmarc — 17 posts
- Class: creator
- Entries: DXSKVJCE9pl, DXFzCMeE56r, DXA2qSjDH8u, DW10-JDE8rg, DWpWt9fgovf, DXIpm6TjE5M, DXdVUiOjKUv, DW5JfoPjMx_

## Gemini — 17 posts
- Class: tool
- Entries: DG0-8I7SZCz, DLuiACnKWP9, DVKJlJYEsmm, DWLMdCUN1eR, DJnBwBLxUHt, DWFxr3TEbUj, DXcDsyRCfdj, DUODsbFkTC3

## Codex — 17 posts
- Class: tool
- Entries: DV3lILoEfzS, DX7oRT3J1Hq, DYTxLQgRdZJ, DZErwKSCT2z, DeW79CbCkO3, DeV2n53gLgf, Ddg3yiFRtMg, DdUyTAAJTj6

## MCP server — 16 posts
- Class: technique
- Entries: DVQ5o6YDfsp, DWncXNCD07J, DW6ZoqNERB4, DZVXehQRe3T, DerpSl6D8pX, Ddg3yiFRtMg, DdeoJI9KGtq, DcjaF5-Jjne

## vibe coding — 15 posts
- Class: technique
- Entries: DJnBwBLxUHt, DV84iOPgE5f, DYNW3X7J2TH, DYP-TkppmPM, DYhOtBiCG5j, DZXWW-MyPNw, DZvKvCBxmh6, DdFeLjeTaey

## Blender — 14 posts
- Class: tool
- Entries: DHoPsMOxIRl, DD5q3AcS8KS, DWfxDzktVfI, DNIYfXvsrTe, DM2LxXktdWE, DYAI_fCuvrY, DeuZ4BnhCqA, Deo3kxCzNfi

## Obsidian — 14 posts
- Class: tool
- Entries: DUzg0n1jRK-, DVryCC1jfi1, DW1st4HDp9K, DXCu2p4EQe3, DW4OC7qDj_w, DW1O6ZBEfDa, DWo1P-KDpMf, DWoxW7pjjkH

## archives — 14 posts
- Class: domain
- Entries: DVbL-pREaBi, 221b788e6094, 2d34579778ce, 624a234f4c5d, eb525f81408b, 09359b8c071c, 188a1777bf67, ef687c750816

## @marc.kaz — 13 posts
- Class: creator
- Entries: DWtgbzLDgwm, DWnHQs-jqr3, DWgum_yDjxi, DWoZspWDo6F, DWl3Bo6jqX1, DW1st4HDp9K, DXPMJTSjjcf, DX9aDFDOMS1

## TouchDesigner — 13 posts
- Class: tool
- Entries: DFaChZeMdn1, DVoReJNCGxT, 891906d4212e, DV7jVzkE4NI, DW6tpWWMtZV, DXOWz4yjN--, DY7uFuWtJPL, DYaNXZJx_L3

## prompt engineering — 13 posts
- Class: technique
- Entries: DNTuDtvtZkS, DGn-XM2vikd, DIe7QoQCong, DO4Gt_HAv4Q, DIO37tGNHiD, DR4980qAHEF, DYhEafYxHhw, DYiMDGWynHq

## photography — 13 posts
- Class: domain
- Entries: DNS0YG0NrLt, DDFdSEDtKZV, c82dcba1352d, DJmnBLXicl1, CygtNyWvVzI, DW5syk6Cjh-, DYQi0JAqScX, DcCBFWTIhMm

## Cursor — 12 posts
- Class: tool
- Entries: DG0-8I7SZCz, DLuiACnKWP9, DWl3Bo6jqX1, DWFxr3TEbUj, DW-ag7St6UM, DXFaQvyExqx, DW7lN7sj2ow, DX7oRT3J1Hq

## @jens.heitmann — 11 posts
- Class: creator
- Entries: DVbfcdTkZ7R, DV3lILoEfzS, DV8rkpGEbBJ, DVmw74XEbk7, DWxK27wkT9q, DXMtbrHEayy, DXKFrnQEfEQ, DXCu2p4EQe3

## React — 11 posts
- Class: tool
- Entries: DVndfhOE7A9, 18ddc4b68b6c, 7e0a26e411e0, DVzqCC0jfH4, DXFaQvyExqx, DU9Pjj2EYVe, DY8TYwpCd8P, DYNW3X7J2TH

## Higgsfield — 11 posts
- Class: tool
- Entries: c82dcba1352d, DXKFrnQEfEQ, DXIpm6TjE5M, DXKani5jWFi, DdSYPwEzYEU, DdKEdJqF3QD, DdICMRrt0-H, DcUsVlvpYYu

## agent skills — 11 posts
- Class: technique
- Entries: DXYSxNLpIAY, DW_8FsslNJi, DYIzu9HTz1V, Dd6izTYiln1, Dd8Cx9xzUi4, DdJ5ynbDxqS, Db36X9ZypwK, DbLuwUVlE9Z

## @lizthedeveloper — 10 posts
- Class: creator
- Entries: DJ94FEmoMT7, DWuoMrQEc-f, DO4Gt_HAv4Q, DMRI00_iQgW, DYShNwIDzTK, DYbGP6TjV_6, DZRLuMmFU5F, DeSEkPfjvDA

## @raycfu — 10 posts
- Class: creator
- Entries: DWncXNCD07J, DXFc1jmAHFs, Dd2dbtOPpv-, DeNnxp5v_Fu, DdSYPwEzYEU, DdDT0X0KC64, Dcj_mRRv5tv, DbjLy_tormR

## @carterperez.dev — 10 posts
- Class: creator
- Entries: Dd84xuVhSuZ, DdrtshgqtvA, Dcy39JTRctd, DcEPdH_RefR, DcQ0dv-hG23, Db3ZNRcRhzW, Db-9QiOxxPe, Db9ExYzq_3e

## Playwright — 10 posts
- Class: tool
- Entries: DWncXNCD07J, DVryCC1jfi1, DWzPgGhiTcR, DW5bfmLt4bS, DXKFrnQEfEQ, DXIpm6TjE5M, DXGRONttjhp, DXKani5jWFi

## hooks/automation — 10 posts
- Class: technique
- Entries: DV3fvORksud, DVzvsgijOLT, DUzg0n1jRK-, DV3lILoEfzS, DV8rkpGEbBJ, DWifd94uEe6, DWiCWyZj1rc, DW6wPs2DQuK

## RAG — 10 posts
- Class: technique
- Entries: DWtgbzLDgwm, DWqAJostQ2k, DWnkds9Nfgo, DW1O6ZBEfDa, DXGRONttjhp, DYFdoEVDbff, DYf76ZYpt9i, DZOunMaJjjK

## gaming — 10 posts
- Class: domain
- Entries: DD5q3AcS8KS, 90095ffce6a5, DWlrC88Db2r, DScmnJ2AX7y, DYiiwmzpRM7, DdJyUXvulAj, DdY7NUbDys2, Dbef94fpz9u

## @eddynthings — 9 posts
- Class: creator
- Entries: DWyX5nQkR5a, DXMKa0vEa81, DXMbOkykUyw, DW14cBQD6XA, DX4qpEHxY7g, DY6YET7N7Vo, DYgukfFNZD5, DZCYkzJRdqZ

## @creativeflairhq — 9 posts
- Class: creator
- Entries: DY4UAj_ou-v, DY4ZuW6I5D7, DZMw4I8oh2m, DZXnx6DoN0V, DZZxvq7IPeE, DZsEdvNoFdm, DbtF9bVBGPg, DcTt5_eoGFO

## DeepSeek — 9 posts
- Class: tool
- Entries: DIaraR1MjLZ, DVKJlJYEsmm, DIgiuTXtcup, DXcDsyRCfdj, DYTxLQgRdZJ, DYvX-eNpcPZ, DeIrl8UJZ0V, DZYoZbOMoDE

## Runway — 9 posts
- Class: tool
- Entries: DDIAME6MhzY, C_8ia4lsMB3, C9Ai2ERKUHd, C-Ad0PoApy1, DW1O6ZBEfDa, CuhWvfkoO29, DW5syk6Cjh-, DYiiwmzpRM7

## image generation — 9 posts
- Class: domain
- Entries: DNS0YG0NrLt, DHTvblkRgZG, DIcw6N6snq1, DD5q3AcS8KS, DDFdSEDtKZV, DDF0mC1vvkh, C6JRjOVAOf-, CvzwEm0uOSc

## automation — 9 posts
- Class: domain
- Entries: C5-TsxEpeFk, DVKJlJYEsmm, DToMeKHjuQk, DUzg0n1jRK-, DWEfIS9jRgI, DWnHQs-jqr3, DWmfTyegZ4i, DLypfhGRhKw

## @rndyrbrts — 8 posts
- Class: creator
- Entries: DWTTnvAgik_, DY8TYwpCd8P, DYeHzvgCURl, DYoJ0GZi5p0, DYysyLiii8i, DZErwKSCT2z, DZMvBJ8C0R1, DcNrwpyiRlh

## Llama — 8 posts
- Class: tool
- Entries: DBS0RmsR3zZ, C9ybM2DSduy, DVKJlJYEsmm, DXcDsyRCfdj, DXcWjL0jLsd, DXUqQ7LiRNP, DeIrl8UJZ0V, DczTwcbpE7G

## Figma — 8 posts
- Class: tool
- Entries: DVbL-pREaBi, DWoYaIxDWJD, DXNv-N3AEbJ, DXVY2cZDJoq, DXFc1jmAHFs, DV09StsDI2d, DdJ5ynbDxqS, DbLuwUVlE9Z

## n8n — 8 posts
- Class: tool
- Entries: DUzg0n1jRK-, 2b29777c0b5a, DLypfhGRhKw, DUWoNrtEpEu, DVL-uyCkb5a, DW6ZoqNERB4, DUODsbFkTC3, DY-6VBpEgLS

## video generation — 8 posts
- Class: technique
- Entries: C9Ai2ERKUHd, DWyX5nQkR5a, C-Ad0PoApy1, DXKani5jWFi, DX7oRT3J1Hq, DdKEdJqF3QD, DbwyX1rOFn6, Dbef94fpz9u

## VFX — 8 posts
- Class: domain
- Entries: DHoPsMOxIRl, DL0Z7wshVeq, DA7f01nt80B, DX3FPMgDgZy, DXOWz4yjN--, DYNW3X7J2TH, DYiiwmzpRM7, DYuY_-7Oqk4

## Unreal Engine — 7 posts
- Class: tool
- Entries: DHoPsMOxIRl, DD5q3AcS8KS, DVoReJNCGxT, DL0Z7wshVeq, DYAI_fCuvrY, DdICMRrt0-H, DY1dhocznN3

## Hugging Face — 7 posts
- Class: tool
- Entries: DJM4x16uQMY, DBS0RmsR3zZ, DW-TOhIDgjh, DZMoG2mMM1t, DeIrl8UJZ0V, Dd_2q3HRumv, DWz7VPXjr5V

## Kimi — 7 posts
- Class: tool
- Entries: DWuoMrQEc-f, MoonshotAI/kimi-cli, MoonshotAI/Kimi-K2.5, DYvX-eNpcPZ, DcCXNw1T6QY, Db9XlIFpqUw, Db0vxQexdJI

## @stics.ai — 6 posts
- Class: creator
- Entries: DWz3aKKkpA6, DY-6VBpEgLS, DYhOtBiCG5j, DZxGPppkjl6, DcZI9GWEqao, DbIxSSaEtGd

## MediaPipe — 6 posts
- Class: tool
- Entries: DFaChZeMdn1, 891906d4212e, DW6tpWWMtZV, DXOWz4yjN--, DYaNXZJx_L3, DYpRWC1OO0u

## NotebookLM — 6 posts
- Class: tool
- Entries: DVmBYgnDzp2, DVryCC1jfi1, DWifd94uEe6, DWmdAL6AHxD, DYNMCnCEXaL, Db3u0hAPCHV

## Polymarket — 6 posts
- Class: tool
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DUrQ187EvI4, DWr2krjEgoe, DUoiJH_EiqP, DcZI9GWEqao

## mean reversion — 6 posts
- Class: technique
- Entries: DWiFum7j-cS, DUI845-k3WR, DTaoXsmk4g0, DVyXe17E2iz, DYQi0JAqScX, DZLHF3hohqD

## @heidioftheeast — 5 posts
- Class: creator
- Entries: DVwpXdSCMxu, DV2_BYWCO5s, DUytAorCGE_, DVS56hriCUz, DZLHF3hohqD

## @chancemccoymusic — 5 posts
- Class: creator
- Entries: DUje_zLj3A2, DUOwelij-pU, DUJiLjZjxQH, DXcyWzxhMBh, DYxxszsBhUb

## @cooper.simson — 5 posts
- Class: creator
- Entries: DY1FLdhPd7c, Dbhuaw7Pk4u, Db7Vx2Hhf9c, DbaFoAUMvnK, DaojVuSNKno

## @declan.middleton — 5 posts
- Class: creator
- Entries: DdDARgeEo68, DdFecuaD-ql, DdFXWG9AWfE, Dce2O2Did0E, Dce9FeqjNU7

## Veo — 5 posts
- Class: tool
- Entries: DLuiACnKWP9, C7AUmaYS_tc, DW7lN7sj2ow, DYiiwmzpRM7, DboDjfgkVOG

## Qwen — 5 posts
- Class: tool
- Entries: DIaraR1MjLZ, DV84iOPgE5f, DYNXFvVN0c_, DeIrl8UJZ0V, DcCdYgnJ10h

## Banjo — 5 posts
- Class: tool
- Entries: DXcyWzxhMBh, DXDEk2lCWWR, DYp6K69ybaO, DXaP_4EicS-, DYSwe8PJ1H3

## arbitrage — 5 posts
- Class: technique
- Entries: DWiFum7j-cS, DWonhksgi0S, DYQi0JAqScX, Dcj_mRRv5tv, DWu_CQnjZjn

## stochastic modeling — 5 posts
- Class: technique
- Entries: DVCBNQ8jCly, DW6uAQdk1r0, DW4GU9HE8nd, DWzAGZzE9gV, DYQi0JAqScX

## fine-tuning — 5 posts
- Class: technique
- Entries: Ddg3yiFRtMg, DcvIZ7cT4_P, Dcl3dEJAjo0, DbwyX1rOFn6, DWz7VPXjr5V

## clawhammer — 5 posts
- Class: technique
- Entries: DXcyWzxhMBh, DXDEk2lCWWR, DYp6K69ybaO, DXaP_4EicS-, DYSwe8PJ1H3

## prediction markets — 5 posts
- Class: domain
- Entries: DWzz7T9Ddex, DWEfIS9jRgI, DUrQ187EvI4, DWr2krjEgoe, DUoiJH_EiqP

## risk — 5 posts
- Class: domain
- Entries: DVTjJW9E1nL, DT3Ig_-E7DW, DTx3Bi3E-hp, DTXv8W_k-0x, DTSn31Ek2DB

## @setupspawn — 4 posts
- Class: creator
- Entries: C6JRjOVAOf-, DCHeeTKuPuL, C-Ad0PoApy1, Dba6HzIK_b6

## @nataindata — 4 posts
- Class: creator
- Entries: DXCzuHgDc46, DVi7KgKjZbM, DWlrC88Db2r, DYiZL9IqW-O

## @socialrepose — 4 posts
- Class: creator
- Entries: DRDDYI0kURX, DSFKiaCkVAg, DSaebybEfZp, DS7eRzdEWqS

## @lostandlucky — 4 posts
- Class: creator
- Entries: DXVo80MDBsc, DYXWNTERFhZ, DYk77lLPFyi, DcjaF5-Jjne

## @johannawacker — 4 posts
- Class: creator
- Entries: DW7h9FOCWVn, DXDEk2lCWWR, DXaP_4EicS-, DYSwe8PJ1H3

## Google — 4 posts
- Class: tool
- Entries: DLuiACnKWP9, DIe7QoQCong, C9F2Tx_iii0, C37og6YN7TK

## Midjourney — 4 posts
- Class: tool
- Entries: DIaraR1MjLZ, DDFdSEDtKZV, CvzwEm0uOSc, DboDjfgkVOG

## Sora — 4 posts
- Class: tool
- Entries: C9Ai2ERKUHd, C91jKVfxtG1, C64Dr0HAtCC, DYiiwmzpRM7

## Notion — 4 posts
- Class: tool
- Entries: DVKJlJYEsmm, DXeZ7C5kcl8, DVRIAFejOpD, Db7Vx2Hhf9c

## Stitch — 4 posts
- Class: tool
- Entries: DVbfcdTkZ7R, 9e19f31d3704, DXVY2cZDJoq, DboDjfgkVOG

## TradingView — 4 posts
- Class: tool
- Entries: DUa7z3MEq6A, DepYGAgFDiM, DcZI9GWEqao, DdZquhPPHo8

## Docker — 4 posts
- Class: tool
- Entries: DWnkds9Nfgo, DXXHP5hj45o, DWUy57jDulU, DYvX-eNpcPZ

## Manus — 4 posts
- Class: tool
- Entries: DYhOtBiCG5j, DaU7F9UPje_, DdFeLjeTaey, DbfICkRozy5

## PostHog — 4 posts
- Class: tool
- Entries: DYiMDGWynHq, DZGC7HXtr1f, DdHJn-ZRpbd, Dcl1xrTIf5V

## Three.js — 4 posts
- Class: tool
- Entries: DZxGPppkjl6, Dd8Cx9xzUi4, DdUyTAAJTj6, DcxV37-CJOC

## Impeccable — 4 posts
- Class: tool
- Entries: Dd8Cx9xzUi4, DdJ5ynbDxqS, DcOs3VwRK0B, DbLuwUVlE9Z

## Monte Carlo — 4 posts
- Class: technique
- Entries: DTZyMVPiHM5, DT8BX8vEzHm, DTSn31Ek2DB, DVi7KgKjZbM

## multi-agent orchestration — 4 posts
- Class: technique
- Entries: DUZzpnyjFUz, Dd-WP0FtFA6, DeIfDwPI_ma, Dcztzw6PyP4

## context engineering — 4 posts
- Class: technique
- Entries: DO4Gt_HAv4Q, DYXWNTERFhZ, DZOunMaJjjK, DdDT0X0KC64

## backtesting — 4 posts
- Class: technique
- Entries: DTAjTaBADAx, DcZI9GWEqao, Dbn15A_DSlu, Dcztzw6PyP4

## model routing — 4 posts
- Class: technique
- Entries: DYfsAbHTVPo, Db7Vx2Hhf9c, DamEcWuPvX0, DaojVuSNKno

## web — 4 posts
- Class: domain
- Entries: C9D08WCABiu, C9F2Tx_iii0, DWxmSwTDFk2, DVyek2-kbZg

## e-commerce — 4 posts
- Class: domain
- Entries: DMRI00_iQgW, DIO37tGNHiD, DYiiwmzpRM7, Dcj_mRRv5tv

## physics — 4 posts
- Class: domain
- Entries: DTsn_IKE06E, DVTjJW9E1nL, DU8m2RCE1Ea, DTx3Bi3E-hp

## signal processing — 4 posts
- Class: domain
- Entries: DUlVcRVE8xv, DUBaBX0kxSA, DTfqcYUE2uV, DTdWruOE1sm

## @mattfarmerai — 3 posts
- Class: creator
- Entries: DD5q3AcS8KS, DBS0RmsR3zZ, C91jKVfxtG1

## @edward.builds — 3 posts
- Class: creator
- Entries: C9F2Tx_iii0, DdQD_N6Nhz2, DaEH4BJMxRX

## @brodyautomates — 3 posts
- Class: creator
- Entries: DWr2krjEgoe, DXKani5jWFi, Dd-WP0FtFA6

## @setupsai — 3 posts
- Class: creator
- Entries: DW1BfmDkrNZ, DV0wil8gKqk, DXHHJQ6kgic

## @winterkendl — 3 posts
- Class: creator
- Entries: DTtEnjQCiLB, C9h2iVhvBV3, DYp6K69ybaO

## @fifbuilds — 3 posts
- Class: creator
- Entries: DXhvKN9CTvE, DYNW3X7J2TH, DZLmc7CJF3z

## @alexanderelorenzo — 3 posts
- Class: creator
- Entries: DdY6zn0hDff, DdAT0p1xg94, DYYICTwJSk1

## @mr.paidsocial — 3 posts
- Class: creator
- Entries: DdICMRrt0-H, DcR6KUyPC0n, Db36X9ZypwK

## Vercel — 3 posts
- Class: tool
- Entries: DG0-8I7SZCz, DVryCC1jfi1, DXcWjL0jLsd

## MCP — 3 posts
- Class: tool
- Entries: DHoPsMOxIRl, DUzg0n1jRK-, DWncXNCD07J

## Ollama — 3 posts
- Class: tool
- Entries: DJM4x16uQMY, DY-6VBpEgLS, DYXWNTERFhZ

## Kling — 3 posts
- Class: tool
- Entries: DDFdSEDtKZV, C91jKVfxtG1, DYiiwmzpRM7

## YouTube — 3 posts
- Class: tool
- Entries: DLypfhGRhKw, DWzPgGhiTcR, DWifd94uEe6

## After Effects — 3 posts
- Class: tool
- Entries: DA7f01nt80B, DJmnBLXicl1, DeuZ4BnhCqA

## OpenRouter — 3 posts
- Class: tool
- Entries: DYfsAbHTVPo, DaWY7yQJoHQ, Dcebcftgpsn

## Raspberry Pi — 3 posts
- Class: tool
- Entries: DZoREIHtMjL, DXhxXHOEY7v, DbU9ysVITFS

## Sherlock — 3 posts
- Class: tool
- Entries: Dce2O2Did0E, Db3ZNRcRhzW, Db9ExYzq_3e

## role prompting — 3 posts
- Class: technique
- Entries: DNTuDtvtZkS, DU5Wjs2DbWS, DNrF0qq5Pg3

## web scraping — 3 posts
- Class: technique
- Entries: C5-TsxEpeFk, Dba75DDxiqc, DblOuOGxU1A

## subagents — 3 posts
- Class: technique
- Entries: DVQ5o6YDfsp, DVMmXlME6mZ, DUZzpnyjFUz

## prompt templates — 3 posts
- Class: technique
- Entries: DU5Wjs2DbWS, DIQ4GdHI4ZH, DYhOtBiCG5j

## statistical arbitrage — 3 posts
- Class: technique
- Entries: DWiFum7j-cS, DZLHF3hohqD, DWu_CQnjZjn

## scheduled agents — 3 posts
- Class: technique
- Entries: DYxDK5ixq07, DdDT0X0KC64, Dc_qXENuDi4

## agent memory — 3 posts
- Class: technique
- Entries: Ddg3yiFRtMg, Dc-Awvkhdop, Db7Vx2Hhf9c

## username enumeration — 3 posts
- Class: technique
- Entries: Dce2O2Did0E, DcQ0dv-hG23, Db3ZNRcRhzW