https://dejaviewed.dev/ Newest saved posts, guides and deeper dives from DejaViewed (846 entries in total). en Thu, 22 Oct 2026 12:00:00 +0000 https://dejaviewed.dev/og/default.jpghttps://dejaviewed.dev/ https://dejaviewed.dev/guides/selling-to-agents https://dejaviewed.dev/guides/selling-to-agents Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/one-dancer-thousand-bodies https://dejaviewed.dev/guides/one-dancer-thousand-bodies Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/mocap-as-reward https://dejaviewed.dev/guides/mocap-as-reward Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/counterparty-forensics https://dejaviewed.dev/guides/counterparty-forensics Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/claude-md-examples https://dejaviewed.dev/guides/claude-md-examples Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide Anthropic's own guidance is short, and most of the good public files follow it whether they cite it or not. https://dejaviewed.dev/guides/album-as-device https://dejaviewed.dev/guides/album-as-device Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/ai-capex-credit-lens https://dejaviewed.dev/guides/ai-capex-credit-lens Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/agent-mission-control https://dejaviewed.dev/guides/agent-mission-control Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/deeper/deeper-insight-selling-to-agents https://dejaviewed.dev/deeper/deeper-insight-selling-to-agents Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-one-dancer-thousand-bodies https://dejaviewed.dev/deeper/deeper-insight-one-dancer-thousand-bodies Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-mocap-as-reward https://dejaviewed.dev/deeper/deeper-insight-mocap-as-reward Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-counterparty-forensics https://dejaviewed.dev/deeper/deeper-insight-counterparty-forensics Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-album-as-device https://dejaviewed.dev/deeper/deeper-insight-album-as-device Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-ai-capex-credit-lens https://dejaviewed.dev/deeper/deeper-insight-ai-capex-credit-lens Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/deeper/deeper-insight-agent-mission-control https://dejaviewed.dev/deeper/deeper-insight-agent-mission-control Thu, 22 Oct 2026 12:00:00 +0000 DejaViewed deeper dive 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… https://dejaviewed.dev/guides/sonic-place-portraits https://dejaviewed.dev/guides/sonic-place-portraits Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/sketch-to-production https://dejaviewed.dev/guides/sketch-to-production Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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. https://dejaviewed.dev/guides/sensor-settled-contracts https://dejaviewed.dev/guides/sensor-settled-contracts Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/self-osint-sentinel https://dejaviewed.dev/guides/self-osint-sentinel Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/scan-fit-print https://dejaviewed.dev/guides/scan-fit-print Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/quant-physics-crossover https://dejaviewed.dev/guides/quant-physics-crossover Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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. https://dejaviewed.dev/guides/predict-predictability https://dejaviewed.dev/guides/predict-predictability Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/plotter-loop https://dejaviewed.dev/guides/plotter-loop Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/overfit-proof-autoresearch https://dejaviewed.dev/guides/overfit-proof-autoresearch Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/guides/offline-ai-appliances https://dejaviewed.dev/guides/offline-ai-appliances Wed, 21 Oct 2026 12:00:00 +0000 DejaViewed guide 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… https://dejaviewed.dev/e/DeuZ4BnhCqA https://dejaviewed.dev/e/DeuZ4BnhCqA Tue, 20 Oct 2026 12:00:00 +0000 nateherkai ai8 technique tier A 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. https://dejaviewed.dev/e/DesVu_EJZZK https://dejaviewed.dev/e/DesVu_EJZZK Tue, 20 Oct 2026 12:00:00 +0000 chase.h.ai ai8 demo tier B 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. https://dejaviewed.dev/e/DepYGAgFDiM https://dejaviewed.dev/e/DepYGAgFDiM Tue, 20 Oct 2026 12:00:00 +0000 timhutter.official quant technique tier C 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. https://dejaviewed.dev/e/DesEZmxJRt_ https://dejaviewed.dev/e/DesEZmxJRt_ Mon, 19 Oct 2026 12:00:00 +0000 quickfinesse creative repo tier A 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. https://dejaviewed.dev/e/DerpSl6D8pX https://dejaviewed.dev/e/DerpSl6D8pX Mon, 19 Oct 2026 12:00:00 +0000 backsla.sh ai8 tool tier A 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. https://dejaviewed.dev/e/Dek6wBjJgnA https://dejaviewed.dev/e/Dek6wBjJgnA Mon, 19 Oct 2026 12:00:00 +0000 chase.h.ai ai8 technique tier A 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. https://dejaviewed.dev/e/Deo3kxCzNfi https://dejaviewed.dev/e/Deo3kxCzNfi Sun, 18 Oct 2026 12:00:00 +0000 d__u__s__s__o_____l__a__b__s ai8 art tier C LAB/018, an experimental procedural animation made in Blender with a self-produced Ableton soundtrack. Pure visual reference, no process breakdown. https://dejaviewed.dev/e/DehlIB2PT4h https://dejaviewed.dev/e/DehlIB2PT4h Thu, 15 Oct 2026 12:00:00 +0000 elemental.math ai8 art tier S 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. https://dejaviewed.dev/e/DehLFj6ON6C https://dejaviewed.dev/e/DehLFj6ON6C Thu, 15 Oct 2026 12:00:00 +0000 thewallstreetskinny ai8 resource tier A 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. https://dejaviewed.dev/e/DecfvksvHiW https://dejaviewed.dev/e/DecfvksvHiW Tue, 13 Oct 2026 12:00:00 +0000 ayoships creative news tier B 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. https://dejaviewed.dev/e/DeWzqDXJ3ff https://dejaviewed.dev/e/DeWzqDXJ3ff Sun, 11 Oct 2026 12:00:00 +0000 atlasberry008 ai8 news tier B 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. https://dejaviewed.dev/e/DeW79CbCkO3 https://dejaviewed.dev/e/DeW79CbCkO3 Sun, 11 Oct 2026 12:00:00 +0000 nateherkai ai8 skill tier A 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. https://dejaviewed.dev/e/DeV2n53gLgf https://dejaviewed.dev/e/DeV2n53gLgf Sun, 11 Oct 2026 12:00:00 +0000 theericmichaud ai8 repo tier A 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. https://dejaviewed.dev/e/DeSEkPfjvDA https://dejaviewed.dev/e/DeSEkPfjvDA Fri, 09 Oct 2026 12:00:00 +0000 lizthedeveloper stock2 technique tier B 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. https://dejaviewed.dev/e/DeRzXLGOFxA https://dejaviewed.dev/e/DeRzXLGOFxA Fri, 09 Oct 2026 12:00:00 +0000 socialtypro ai8 resource tier C Engagement bait praising ChatGPT Astra 6 for SEO with a comment-to-get-link hook. The transcript has no content. https://dejaviewed.dev/e/DeQJXyIRlmp https://dejaviewed.dev/e/DeQJXyIRlmp Thu, 08 Oct 2026 12:00:00 +0000 pokeswaggshop ai8 news tier C 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. https://dejaviewed.dev/e/DeNnxp5v_Fu https://dejaviewed.dev/e/DeNnxp5v_Fu Thu, 08 Oct 2026 12:00:00 +0000 raycfu stock2 technique tier B 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. https://dejaviewed.dev/e/DeNjir4xlrG https://dejaviewed.dev/e/DeNjir4xlrG Wed, 07 Oct 2026 12:00:00 +0000 angus.sewell ai8 technique tier B 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. https://dejaviewed.dev/e/DeNYhSNNR5M https://dejaviewed.dev/e/DeNYhSNNR5M Wed, 07 Oct 2026 12:00:00 +0000 nateherkai ai8 demo tier B 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. https://dejaviewed.dev/e/DeIrl8UJZ0V https://dejaviewed.dev/e/DeIrl8UJZ0V Tue, 06 Oct 2026 12:00:00 +0000 codrkai ai8 skill tier A 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. https://dejaviewed.dev/e/DeIfDwPI_ma https://dejaviewed.dev/e/DeIfDwPI_ma Tue, 06 Oct 2026 12:00:00 +0000 itsnicconley ai8 repo tier A 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. https://dejaviewed.dev/e/DeIOphnT7Yq https://dejaviewed.dev/e/DeIOphnT7Yq Mon, 05 Oct 2026 12:00:00 +0000 techno.optimist.prime ai8 news tier B 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. https://dejaviewed.dev/e/DeHSjhOAMwe https://dejaviewed.dev/e/DeHSjhOAMwe Mon, 05 Oct 2026 12:00:00 +0000 mygearhut ai8 resource tier A 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. https://dejaviewed.dev/e/DeF6WMaB-NX https://dejaviewed.dev/e/DeF6WMaB-NX Mon, 05 Oct 2026 12:00:00 +0000 quantpapers stock2 resource tier S 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… https://dejaviewed.dev/e/DeF5_5yPtDb https://dejaviewed.dev/e/DeF5_5yPtDb Mon, 05 Oct 2026 12:00:00 +0000 telonicstrading stock2 technique tier A 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. https://dejaviewed.dev/e/DeCk2UugeNF https://dejaviewed.dev/e/DeCk2UugeNF Sat, 03 Oct 2026 12:00:00 +0000 nickafischer ai8 demo tier B 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. https://dejaviewed.dev/e/DeC6XtipCQJ https://dejaviewed.dev/e/DeC6XtipCQJ Sat, 03 Oct 2026 12:00:00 +0000 chase.h.ai ai8 platform tier C 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. https://dejaviewed.dev/e/Dd_3TzBtUDq https://dejaviewed.dev/e/Dd_3TzBtUDq Fri, 02 Oct 2026 12:00:00 +0000 electronicmusic.official music art tier C 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. https://dejaviewed.dev/e/Dd_2q3HRumv https://dejaviewed.dev/e/Dd_2q3HRumv Fri, 02 Oct 2026 12:00:00 +0000 wassimyounes_ ai8 news tier C 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. https://dejaviewed.dev/e/Dd-WP0FtFA6 https://dejaviewed.dev/e/Dd-WP0FtFA6 Fri, 02 Oct 2026 12:00:00 +0000 brodyautomates ai8 demo tier B 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. https://dejaviewed.dev/e/Dd9Uvy9ByCE https://dejaviewed.dev/e/Dd9Uvy9ByCE Thu, 01 Oct 2026 12:00:00 +0000 index.opensource ai8 repo tier S 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. https://dejaviewed.dev/e/Dd8Cx9xzUi4 https://dejaviewed.dev/e/Dd8Cx9xzUi4 Thu, 01 Oct 2026 12:00:00 +0000 tenfoldmarc ai8 technique tier A 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. https://dejaviewed.dev/e/Dd84xuVhSuZ https://dejaviewed.dev/e/Dd84xuVhSuZ Thu, 01 Oct 2026 12:00:00 +0000 carterperez.dev ai8 resource tier B 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. https://dejaviewed.dev/e/Dd6izTYiln1 https://dejaviewed.dev/e/Dd6izTYiln1 Wed, 30 Sep 2026 12:00:00 +0000 itstundeanthony creative repo tier A 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. https://dejaviewed.dev/e/Dd6W2q5gZJ- https://dejaviewed.dev/e/Dd6W2q5gZJ- Wed, 30 Sep 2026 12:00:00 +0000 cracked.artificial quant repo tier B 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. https://dejaviewed.dev/e/Dd4Ca8oiiyB https://dejaviewed.dev/e/Dd4Ca8oiiyB Tue, 29 Sep 2026 12:00:00 +0000 nateherkai stock2 technique tier A 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. https://dejaviewed.dev/e/Dd3ZGNeSvK5 https://dejaviewed.dev/e/Dd3ZGNeSvK5 Tue, 29 Sep 2026 12:00:00 +0000 olivermerrick___ ai8 technique tier A 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. https://dejaviewed.dev/e/Dd2dbtOPpv- https://dejaviewed.dev/e/Dd2dbtOPpv- Tue, 29 Sep 2026 12:00:00 +0000 raycfu ai8 resource tier C 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. https://dejaviewed.dev/e/Dd1cWobxn7n https://dejaviewed.dev/e/Dd1cWobxn7n Mon, 28 Sep 2026 12:00:00 +0000 angus.sewell ai8 technique tier B 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. https://dejaviewed.dev/e/DdrtshgqtvA https://dejaviewed.dev/e/DdrtshgqtvA Thu, 24 Sep 2026 12:00:00 +0000 carterperez.dev ai8 repo tier B 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. https://dejaviewed.dev/e/Ddg3yiFRtMg https://dejaviewed.dev/e/Ddg3yiFRtMg Sun, 20 Sep 2026 12:00:00 +0000 drcintas creative news tier A 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… https://dejaviewed.dev/e/DdeoJI9KGtq https://dejaviewed.dev/e/DdeoJI9KGtq Sat, 19 Sep 2026 12:00:00 +0000 ariacodez ai8 resource tier S 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. https://dejaviewed.dev/e/Ddb1gAsxk_9 https://dejaviewed.dev/e/Ddb1gAsxk_9 Fri, 18 Sep 2026 12:00:00 +0000 angus.sewell ai8 technique tier A 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. https://dejaviewed.dev/e/DdaH9kpg4iA https://dejaviewed.dev/e/DdaH9kpg4iA Fri, 18 Sep 2026 12:00:00 +0000 bradleytangonan creative4 inspiration tier C Caption reads only 'xy + t' with no speech or OCR; no identifiable subject. https://dejaviewed.dev/e/DdZz4DfNzNW https://dejaviewed.dev/e/DdZz4DfNzNW Thu, 17 Sep 2026 12:00:00 +0000 angus.sewell creative technique tier B 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. https://dejaviewed.dev/e/DdZquhPPHo8 https://dejaviewed.dev/e/DdZquhPPHo8 Thu, 17 Sep 2026 12:00:00 +0000 pb_ema stock2 tool tier C 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. https://dejaviewed.dev/e/DdZiaTmJdSC https://dejaviewed.dev/e/DdZiaTmJdSC Thu, 17 Sep 2026 12:00:00 +0000 cbcgem stock2 news tier B 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. https://dejaviewed.dev/e/DdZVr4QKnq5 https://dejaviewed.dev/e/DdZVr4QKnq5 Thu, 17 Sep 2026 12:00:00 +0000 sandboxfilms creative4 art tier B 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. https://dejaviewed.dev/e/DdZ-bDyPX6N https://dejaviewed.dev/e/DdZ-bDyPX6N Thu, 17 Sep 2026 12:00:00 +0000 cjtrowbridge ai8 inspiration tier B 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. https://dejaviewed.dev/e/DdYbBL5IlNq https://dejaviewed.dev/e/DdYbBL5IlNq Thu, 17 Sep 2026 12:00:00 +0000 dailyhistoryclips creative4 art tier B 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.