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        "title": "Illumetry IO 3D display — tracked frame for slicing anatomy in Unity",
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      {
        "id": "DW6tpWWMtZV",
        "title": "What if Spiders Wove with Strings — hand-tracked audiovisual synth web",
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    ],
    "Claude Cowork": [
      {
        "id": "DWtUNNtDJxe",
        "title": "Claude chat to Cowork — brainstorm, prototype in chat, then hand off to build",
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    ],
    "Moog": [
      {
        "id": "DXZXM7sBoBC",
        "title": "Dungeon synth — lo-fi fantasy ambient genre and artists to start with",
        "tier": "B"
      }
    ],
    "Upside Invest": [
      {
        "id": "DXprHQ8Dg3G",
        "title": "SpaceX IPO hype — the pitch to buy companies holding SpaceX stakes",
        "tier": "C"
      }
    ],
    "Hermes": [
      {
        "id": "DX7oRT3J1Hq",
        "title": "AI tool tier list May 2026 — Codex and Claude Code top, chatbots C",
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    "ASI-Evolve": [
      {
        "id": "DXFzyoRjqN7",
        "title": "ASI-Evolve — open-source agent loop that autonomously designs AI architectures",
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    ],
    "AppFlowy": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
        "tier": "B"
      }
    ],
    "Fooocus": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
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      }
    ],
    "Penpot": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
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      }
    ],
    "Plausible Analytics": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
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      }
    ],
    "yt-dlp": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
        "tier": "B"
      }
    ],
    "Nozomi AI": [
      {
        "id": "DYB0KhemTN0",
        "title": "Nozomi AI assistant — agent that acts across apps, from Cursor to Kalshi",
        "tier": "C"
      }
    ],
    "Framer Motion": [
      {
        "id": "DYIzu9HTz1V",
        "title": "AI website stack — Claude Code plus Framer Motion, UI UX Pro Max, 21st.dev",
        "tier": "B"
      }
    ],
    "UI UX Pro Max": [
      {
        "id": "DYIzu9HTz1V",
        "title": "AI website stack — Claude Code plus Framer Motion, UI UX Pro Max, 21st.dev",
        "tier": "B"
      }
    ],
    "liquid-glass-js": [
      {
        "id": "DYNW3X7J2TH",
        "title": "GitHub as a design asset library — shader gradients, liquid glass, R3F",
        "tier": "S"
      }
    ],
    "liquid-logo": [
      {
        "id": "DYNW3X7J2TH",
        "title": "GitHub as a design asset library — shader gradients, liquid glass, R3F",
        "tier": "S"
      }
    ],
    "react-three-fiber": [
      {
        "id": "DYNW3X7J2TH",
        "title": "GitHub as a design asset library — shader gradients, liquid glass, R3F",
        "tier": "S"
      }
    ],
    "three.js": [
      {
        "id": "DYNW3X7J2TH",
        "title": "GitHub as a design asset library — shader gradients, liquid glass, R3F",
        "tier": "S"
      }
    ],
    "ComfyUI": [
      {
        "id": "DYSYuVHBnPK",
        "title": "Surface Tension — optical tweezers and ComfyUI depth layers on living cells",
        "tier": "A"
      }
    ],
    "Cape": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "GrapheneOS": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "Mullvad VPN": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "Tails": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "Claude Agent SDK": [
      {
        "id": "DYXWNTERFhZ",
        "title": "Claude -p and Agent SDK billing split — what the June 15 change means",
        "tier": "B"
      }
    ],
    "OpenCode": [
      {
        "id": "DYXWNTERFhZ",
        "title": "Claude -p and Agent SDK billing split — what the June 15 change means",
        "tier": "B"
      }
    ],
    "Cisco": [
      {
        "id": "DYf76ZYpt9i",
        "title": "GothamQ — metro-scale quantum network over commercial NYC fiber",
        "tier": "B"
      }
    ],
    "HubSpot": [
      {
        "id": "DYiMDGWynHq",
        "title": "Structured data warehouse as agent memory — skip vector memory tools",
        "tier": "B"
      }
    ],
    "Pika": [
      {
        "id": "DYiiwmzpRM7",
        "title": "Gemini Omni — Google's unified multimodal model family for video",
        "tier": "B"
      }
    ],
    "Mistral": [
      {
        "id": "DYvX-eNpcPZ",
        "title": "DeepSeek — “They want you” to train their models.",
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    "Hermes Agent": [
      {
        "id": "DYxDK5ixq07",
        "title": "Self-improving startup — Loom transcripts to Claude skills to scheduled tasks",
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    "NVIDIA RTX Spark": [
      {
        "id": "DZD_aFIptpw",
        "title": "NVIDIA RTX Spark — ARM SoC with unified memory for local agents",
        "tier": "B"
      }
    ],
    "Windows": [
      {
        "id": "DZD_aFIptpw",
        "title": "NVIDIA RTX Spark — ARM SoC with unified memory for local agents",
        "tier": "B"
      }
    ],
    "SEC EDGAR": [
      {
        "id": "DZLHF3hohqD",
        "title": "Renaissance, Citadel, Jane Street — how quant shops turn math into returns",
        "tier": "B"
      }
    ],
    "Graphify": [
      {
        "id": "DZOunMaJjjK",
        "title": "Graphify — turn a repo into a knowledge graph to cut Claude Code tokens",
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      {
        "id": "DZVXehQRe3T",
        "title": "Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs",
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    ],
    "Claude in Chrome": [
      {
        "id": "DZVXehQRe3T",
        "title": "Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs",
        "tier": "S"
      }
    ],
    "Gmail": [
      {
        "id": "DZVXehQRe3T",
        "title": "Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs",
        "tier": "S"
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    ],
    "Meta Ads": [
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        "id": "DZVXehQRe3T",
        "title": "Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs",
        "tier": "S"
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    ],
    "RevenueCat": [
      {
        "id": "DZVXehQRe3T",
        "title": "Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs",
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    ],
    "Aceternity UI": [
      {
        "id": "DZXWW-MyPNw",
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      }
    ],
    "Godly": [
      {
        "id": "DZXWW-MyPNw",
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    "Mobbin": [
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        "id": "DZXWW-MyPNw",
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      {
        "id": "DZXWW-MyPNw",
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    ],
    "Motion": [
      {
        "id": "DZffqmPv7_-",
        "title": "Motion with Claude integration — make-money reel with link-in-bio bait",
        "tier": "C"
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    ],
    "AMD Ryzen AI Max+ 395": [
      {
        "id": "DZr-edMsdKw",
        "title": "AMD Ryzen AI Max+ 395 — 128 GB unified memory for local 200B models",
        "tier": "B"
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    ],
    "WebGL": [
      {
        "id": "DZxGPppkjl6",
        "title": "Three.js anime street — a full 3D game world running in a web page",
        "tier": "C"
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    ],
    "HCCL": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
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    ],
    "Huawei Ascend": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
        "tier": "A"
      }
    ],
    "NCCL": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
        "tier": "A"
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    ],
    "Cults3D": [
      {
        "id": "DXtohMwiQje",
        "title": "Skateboard holster — 3D-printable board mount by @bellebassaur on Cults3D",
        "tier": "B"
      }
    ],
    "ESP32": [
      {
        "id": "DZYWGjpSar-",
        "title": "HLK-2450 24 GHz mmWave radar on ESP32 — presence and motion tracking",
        "tier": "B"
      }
    ],
    "HLK-LD2450": [
      {
        "id": "DZYWGjpSar-",
        "title": "HLK-2450 24 GHz mmWave radar on ESP32 — presence and motion tracking",
        "tier": "B"
      }
    ],
    "Agent Reach": [
      {
        "id": "Dd6izTYiln1",
        "title": "Agent Reach — open-source skill letting agents read Reddit and X",
        "tier": "A"
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    ],
    "Flash MoE": [
      {
        "id": "Dd6W2q5gZJ-",
        "title": "Five fringe GitHub repos — WiFi sensing, offline 400B LLM, satellite capture",
        "tier": "B"
      }
    ],
    "RuView": [
      {
        "id": "Dd6W2q5gZJ-",
        "title": "Five fringe GitHub repos — WiFi sensing, offline 400B LLM, satellite capture",
        "tier": "B"
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    ],
    "RoboQuant": [
      {
        "id": "DepYGAgFDiM",
        "title": "EMA9 + VWAP crossover — automated 3-minute options strategy pitch",
        "tier": "C"
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    "DeepSeek Harness": [
      {
        "id": "DeIrl8UJZ0V",
        "title": "Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp",
        "tier": "A"
      }
    ],
    "Homebrew": [
      {
        "id": "DeIrl8UJZ0V",
        "title": "Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp",
        "tier": "A"
      }
    ],
    "Odysseus": [
      {
        "id": "DeIrl8UJZ0V",
        "title": "Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp",
        "tier": "A"
      }
    ],
    "llama.cpp": [
      {
        "id": "DeIrl8UJZ0V",
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        "tier": "A"
      }
    ],
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        "id": "DerpSl6D8pX",
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    "REA": [
      {
        "id": "DerpSl6D8pX",
        "title": "REA MCP — agent-driven reverse engineering with a Ghidra backend",
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    "Ubuntu": [
      {
        "id": "DerpSl6D8pX",
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        "id": "DeuZ4BnhCqA",
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    "Mandelbulber": [
      {
        "id": "DehlIB2PT4h",
        "title": "Mandelbulb — ray-marching a 3D fractal from z⁸ + c",
        "tier": "S"
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    ],
    "Ableton": [
      {
        "id": "Deo3kxCzNfi",
        "title": "Duss.o Labs 'Wobbles' — procedural Blender loop scored in Ableton",
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    ],
    "XGBoost": [
      {
        "id": "DecfvksvHiW",
        "title": "Block Blast reverse-engineered — on-device XGBoost rigs difficulty for ad revenue",
        "tier": "B"
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    ],
    "Claudex": [
      {
        "id": "DeW79CbCkO3",
        "title": "Claudex skill — Claude and GPT-6 Astra cross-audit plan and build",
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    ],
    "Salesforce": [
      {
        "id": "DeWzqDXJ3ff",
        "title": "Headless software + MCP — Chamath on why software IP stops being a moat",
        "tier": "B"
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    ],
    "Jetson Thor": [
      {
        "id": "DdZ-bDyPX6N",
        "title": "Qwen 27B at home — a dev ditching frontier labs for local models",
        "tier": "B"
      }
    ],
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      {
        "id": "DeV2n53gLgf",
        "title": "Reverse Engineer Anything — trending repo that explains how any app works",
        "tier": "A"
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    ],
    "Hunyuan": [
      {
        "id": "DcZpxwhR7zG",
        "title": "Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset",
        "tier": "B"
      }
    ],
    "Segment Anything": [
      {
        "id": "DcZpxwhR7zG",
        "title": "Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset",
        "tier": "B"
      }
    ],
    "WorldClaw": [
      {
        "id": "DcZpxwhR7zG",
        "title": "Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset",
        "tier": "B"
      }
    ],
    "ARTEMIS": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "Antigravity": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "OpenViking": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "Pizza Bot": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "Unsloth Studio": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "DuckStation": [
      {
        "id": "DbqLB-zMoJR",
        "title": "DuckStation 3D screenshot — rip any PS1 scene to OBJ for Blender",
        "tier": "A"
      }
    ],
    "ln": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "vpype": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "Quake III Arena": [
      {
        "id": "DeHSjhOAMwe",
        "title": "Quake III fast inverse square root — the 0x5f3759df bit hack explained",
        "tier": "A"
      }
    ],
    "Google Playground": [
      {
        "id": "DeNYhSNNR5M",
        "title": "Google game Playground — why a harness that can't see its output fails",
        "tier": "B"
      }
    ],
    "Founder OS": [
      {
        "id": "Dd-WP0FtFA6",
        "title": "Founder OS — 17 always-on AI agents running a one-person business",
        "tier": "B"
      }
    ],
    "Mac Mini": [
      {
        "id": "Dd-WP0FtFA6",
        "title": "Founder OS — 17 always-on AI agents running a one-person business",
        "tier": "B"
      }
    ],
    "Trackio": [
      {
        "id": "Dd-WP0FtFA6",
        "title": "Founder OS — 17 always-on AI agents running a one-person business",
        "tier": "B"
      }
    ],
    "AgentCraft": [
      {
        "id": "DeIfDwPI_ma",
        "title": "AgentCraft — Minecraft mod where Claude agents write real code",
        "tier": "A"
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    "Minecraft": [
      {
        "id": "DeIfDwPI_ma",
        "title": "AgentCraft — Minecraft mod where Claude agents write real code",
        "tier": "A"
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    ],
    "Whop": [
      {
        "id": "DeC6XtipCQJ",
        "title": "Whop neobank blueprint — one-click fintech with cards and crypto rails",
        "tier": "C"
      }
    ],
    "DLSS 5 Autopilot": [
      {
        "id": "DdJyUXvulAj",
        "title": "DLSS 5 mod wave — frame gen and neural rendering unlocked on older RTX",
        "tier": "B"
      }
    ],
    "FSR": [
      {
        "id": "DdJyUXvulAj",
        "title": "DLSS 5 mod wave — frame gen and neural rendering unlocked on older RTX",
        "tier": "B"
      }
    ],
    "OptiScaler": [
      {
        "id": "DdJyUXvulAj",
        "title": "DLSS 5 mod wave — frame gen and neural rendering unlocked on older RTX",
        "tier": "B"
      }
    ],
    "Pirate Face": [
      {
        "id": "Dd_2q3HRumv",
        "title": "GLM-5.3 Hugging Face takedown — Pirate Face mirrors and model access fights",
        "tier": "C"
      }
    ],
    "LiquidTrade": [
      {
        "id": "Dd4Ca8oiiyB",
        "title": "Claude trading watcher — LiquidTrade + QuiverQuant for insider-trade alerts",
        "tier": "A"
      }
    ],
    "QuiverQuant": [
      {
        "id": "Dd4Ca8oiiyB",
        "title": "Claude trading watcher — LiquidTrade + QuiverQuant for insider-trade alerts",
        "tier": "A"
      }
    ],
    "Jev": [
      {
        "id": "Dd3ZGNeSvK5",
        "title": "Jev keyword triage — score SERP beatability before writing content",
        "tier": "A"
      }
    ],
    "Fish Audio": [
      {
        "id": "Ddb1gAsxk_9",
        "title": "Fish Audio phone agent — AI receptionist that gathers context then hands off",
        "tier": "A"
      }
    ],
    "Twilio": [
      {
        "id": "Ddb1gAsxk_9",
        "title": "Fish Audio phone agent — AI receptionist that gathers context then hands off",
        "tier": "A"
      }
    ],
    "DeepWiki": [
      {
        "id": "DdeoJI9KGtq",
        "title": "GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo",
        "tier": "S"
      }
    ],
    "GitDiagram": [
      {
        "id": "DdeoJI9KGtq",
        "title": "GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo",
        "tier": "S"
      }
    ],
    "GitMCP": [
      {
        "id": "DdeoJI9KGtq",
        "title": "GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo",
        "tier": "S"
      }
    ],
    "Gitingest": [
      {
        "id": "DdeoJI9KGtq",
        "title": "GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo",
        "tier": "S"
      }
    ],
    "Figma MCP": [
      {
        "id": "DdJ5ynbDxqS",
        "title": "Claude design stack — Emil Kowalski, Impeccable, taste skills plus Figma MCP",
        "tier": "A"
      }
    ],
    "Binance": [
      {
        "id": "DdY6zn0hDff",
        "title": "GENIUS Act stablecoins — how banks keep the T-bill yield on your cash",
        "tier": "B"
      }
    ],
    "USYC": [
      {
        "id": "DdY6zn0hDff",
        "title": "GENIUS Act stablecoins — how banks keep the T-bill yield on your cash",
        "tier": "B"
      }
    ],
    "Fanvue": [
      {
        "id": "DdXyLUWTJ4Z",
        "title": "AI influencer pipeline — Claude-built persona monetized via Fanvue",
        "tier": "C"
      }
    ],
    "Anthropic Economic Index": [
      {
        "id": "DdUNm6sx_x1",
        "title": "Anthropic job index audit — map your tasks to automation vs augmentation",
        "tier": "A"
      }
    ],
    "O*NET": [
      {
        "id": "DdUNm6sx_x1",
        "title": "Anthropic job index audit — map your tasks to automation vs augmentation",
        "tier": "A"
      }
    ],
    "ExpiredDomains.net": [
      {
        "id": "DdQD_N6Nhz2",
        "title": "Expired-domain rebuild — a black-hat SEO backlink tactic",
        "tier": "B"
      }
    ],
    "IndexChex": [
      {
        "id": "DdQD_N6Nhz2",
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        "id": "DWjr0x3Deom",
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        "title": "Gamified coding course — video-game hub with animated location menus",
        "tier": "C"
      }
    ],
    "automated AI research": [
      {
        "id": "DXFzyoRjqN7",
        "title": "ASI-Evolve — open-source agent loop that autonomously designs AI architectures",
        "tier": "A"
      }
    ],
    "closed-loop experimentation": [
      {
        "id": "DXFzyoRjqN7",
        "title": "ASI-Evolve — open-source agent loop that autonomously designs AI architectures",
        "tier": "A"
      }
    ],
    "neural architecture search": [
      {
        "id": "DXFzyoRjqN7",
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    ],
    "breakout trading": [
      {
        "id": "DXsD-KAgViJ",
        "title": "Day-trading comedy — 'Mr. Take Profit' fumbles a breakout trade",
        "tier": "C"
      }
    ],
    "self-hosting": [
      {
        "id": "DY-6VBpEgLS",
        "title": "Open-Source SaaS Replacements — 10 repos from yt-dlp and Ollama to n8n and Penpot",
        "tier": "B"
      }
    ],
    "knowledge organization": [
      {
        "id": "DYFdoEVDbff",
        "title": "Claude as a content brain — dump everything in and ask it to organize",
        "tier": "C"
      }
    ],
    "Google XYZ formula": [
      {
        "id": "DYM3m_Gp4B4",
        "title": "Claude resume prompts — ATS diagnosis, keyword gaps, XYZ rewrite, mock interview",
        "tier": "B"
      }
    ],
    "role-play prompting": [
      {
        "id": "DYM3m_Gp4B4",
        "title": "Claude resume prompts — ATS diagnosis, keyword gaps, XYZ rewrite, mock interview",
        "tier": "B"
      }
    ],
    "LLM evaluation": [
      {
        "id": "DYN0298n2H5",
        "title": "Princeton sponsored-ads study — 18 of 23 AI assistants push the paid option",
        "tier": "A"
      }
    ],
    "system prompt override": [
      {
        "id": "DYN0298n2H5",
        "title": "Princeton sponsored-ads study — 18 of 23 AI assistants push the paid option",
        "tier": "A"
      }
    ],
    "competitor content analysis": [
      {
        "id": "DYNMCnCEXaL",
        "title": "NotebookLM channel analysis — reverse-engineer a YouTube channel's hooks",
        "tier": "B"
      }
    ],
    "WebGL shaders": [
      {
        "id": "DYNW3X7J2TH",
        "title": "GitHub as a design asset library — shader gradients, liquid glass, R3F",
        "tier": "S"
      }
    ],
    "architecture diagramming": [
      {
        "id": "DYP-TkppmPM",
        "title": "Claude Code architecture map — visual bug tracker for vibe-coded apps",
        "tier": "B"
      }
    ],
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      {
        "id": "DYQObkHRzmE",
        "title": "Eigen-virtue — cosine similarity map of virtues toward flourishing",
        "tier": "B"
      }
    ],
    "frame differencing": [
      {
        "id": "DYQi0JAqScX",
        "title": "Change Capture — a camera that records only what moves between frames",
        "tier": "B"
      }
    ],
    "temporal motion filtering": [
      {
        "id": "DYQi0JAqScX",
        "title": "Change Capture — a camera that records only what moves between frames",
        "tier": "B"
      }
    ],
    "depth map layering": [
      {
        "id": "DYSYuVHBnPK",
        "title": "Surface Tension — optical tweezers and ComfyUI depth layers on living cells",
        "tier": "A"
      }
    ],
    "diffusion compositing": [
      {
        "id": "DYSYuVHBnPK",
        "title": "Surface Tension — optical tweezers and ComfyUI depth layers on living cells",
        "tier": "A"
      }
    ],
    "optical tweezers": [
      {
        "id": "DYSYuVHBnPK",
        "title": "Surface Tension — optical tweezers and ComfyUI depth layers on living cells",
        "tier": "A"
      }
    ],
    "IMSI rotation": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "cyberdeck build": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "sensor disabling": [
      {
        "id": "DYShNwIDzTK",
        "title": "Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier",
        "tier": "A"
      }
    ],
    "headless mode": [
      {
        "id": "DYXWNTERFhZ",
        "title": "Claude -p and Agent SDK billing split — what the June 15 change means",
        "tier": "B"
      }
    ],
    "agentic misalignment eval": [
      {
        "id": "DYbGP6TjV_6",
        "title": "Agentic misalignment benchmark — models now know they're being tested",
        "tier": "C"
      }
    ],
    "automatic polarization control": [
      {
        "id": "DYf76ZYpt9i",
        "title": "GothamQ — metro-scale quantum network over commercial NYC fiber",
        "tier": "B"
      }
    ],
    "entanglement swapping": [
      {
        "id": "DYf76ZYpt9i",
        "title": "GothamQ — metro-scale quantum network over commercial NYC fiber",
        "tier": "B"
      }
    ],
    "hub-and-spoke topology": [
      {
        "id": "DYf76ZYpt9i",
        "title": "GothamQ — metro-scale quantum network over commercial NYC fiber",
        "tier": "B"
      }
    ],
    "API proxy": [
      {
        "id": "DYfsAbHTVPo",
        "title": "Claude Code on Open Models — proxy routing to OpenRouter or Kimi K2.6",
        "tier": "C"
      }
    ],
    "body doubling": [
      {
        "id": "DYhOtBiCG5j",
        "title": "Claude as executive-function coach — 7 prompts for focus and task paralysis",
        "tier": "B"
      }
    ],
    "task decomposition": [
      {
        "id": "DYhOtBiCG5j",
        "title": "Claude as executive-function coach — 7 prompts for focus and task paralysis",
        "tier": "B"
      }
    ],
    "data warehouse retrieval": [
      {
        "id": "DYiMDGWynHq",
        "title": "Structured data warehouse as agent memory — skip vector memory tools",
        "tier": "B"
      }
    ],
    "structured memory": [
      {
        "id": "DYiMDGWynHq",
        "title": "Structured data warehouse as agent memory — skip vector memory tools",
        "tier": "B"
      }
    ],
    "AI-accelerated research": [
      {
        "id": "DYiZL9IqW-O",
        "title": "Andrej Karpathy joins Anthropic — building a team that uses Claude to speed up research",
        "tier": "B"
      }
    ],
    "unified multimodal model": [
      {
        "id": "DYiiwmzpRM7",
        "title": "Gemini Omni — Google's unified multimodal model family for video",
        "tier": "B"
      }
    ],
    "self-healing skills": [
      {
        "id": "DYxDK5ixq07",
        "title": "Self-improving startup — Loom transcripts to Claude skills to scheduled tasks",
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      {
        "id": "DYxDK5ixq07",
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      {
        "id": "DYysyLiii8i",
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    ],
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      {
        "id": "DYysyLiii8i",
        "title": "Claude Code room-color probe — turning iPhone footage into a 3D color map",
        "tier": "B"
      }
    ],
    "taste-to-data design system": [
      {
        "id": "DYysyLiii8i",
        "title": "Claude Code room-color probe — turning iPhone footage into a 3D color map",
        "tier": "B"
      }
    ],
    "system on a chip": [
      {
        "id": "DZD_aFIptpw",
        "title": "NVIDIA RTX Spark — ARM SoC with unified memory for local agents",
        "tier": "B"
      }
    ],
    "agent observability dashboard": [
      {
        "id": "DZErwKSCT2z",
        "title": "Subscription-powered dashboards — custom UIs that drive Claude Code and Codex",
        "tier": "B"
      }
    ],
    "subscription-backed tooling": [
      {
        "id": "DZErwKSCT2z",
        "title": "Subscription-powered dashboards — custom UIs that drive Claude Code and Codex",
        "tier": "B"
      }
    ],
    "agent observability": [
      {
        "id": "DZGC7HXtr1f",
        "title": "PostHog as agent observability — sponsored pitch for a self-learning company",
        "tier": "C"
      }
    ],
    "vertical AI": [
      {
        "id": "DZJe-hMRsee",
        "title": "AI wrapper apocalypse — survive by going local and deeply vertical",
        "tier": "C"
      }
    ],
    "hidden Markov models": [
      {
        "id": "DZLHF3hohqD",
        "title": "Renaissance, Citadel, Jane Street — how quant shops turn math into returns",
        "tier": "B"
      }
    ],
    "algorithmic screening": [
      {
        "id": "DZLaSZQyUXW",
        "title": "AI hiring screens — vendor scores that follow you for 330 days",
        "tier": "B"
      }
    ],
    "enterprise AI integration": [
      {
        "id": "DZLmc7CJF3z",
        "title": "Forward Deployed Engineer — the AI role that wires models into messy companies",
        "tier": "B"
      }
    ],
    "audio reactivity": [
      {
        "id": "DZMvBJ8C0R1",
        "title": "Mood board to audio-reactive code art — parametric design system for agents",
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      }
    ],
    "mood board decomposition": [
      {
        "id": "DZMvBJ8C0R1",
        "title": "Mood board to audio-reactive code art — parametric design system for agents",
        "tier": "A"
      }
    ],
    "parametric design system": [
      {
        "id": "DZMvBJ8C0R1",
        "title": "Mood board to audio-reactive code art — parametric design system for agents",
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      }
    ],
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      {
        "id": "DZVXehQRe3T",
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    ],
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      {
        "id": "DZVXehQRe3T",
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      }
    ],
    "reference-driven prompting": [
      {
        "id": "DZXWW-MyPNw",
        "title": "Design taste sources for AI builds — Aceternity, Refero, Mobbin, Godly",
        "tier": "A"
      }
    ],
    "real-time 3D web rendering": [
      {
        "id": "DZxGPppkjl6",
        "title": "Three.js anime street — a full 3D game world running in a web page",
        "tier": "C"
      }
    ],
    "learnable orchestration": [
      {
        "id": "DaG7TEgpW11",
        "title": "Ornith 1.0 — open-source US coder that learns its own agent scaffolding",
        "tier": "A"
      }
    ],
    "self-generated scaffolding": [
      {
        "id": "DaG7TEgpW11",
        "title": "Ornith 1.0 — open-source US coder that learns its own agent scaffolding",
        "tier": "A"
      }
    ],
    "context sufficiency check": [
      {
        "id": "DaLT2hFRrFZ",
        "title": "Project-management loop for agents — tasks, context checks, skill mining",
        "tier": "B"
      }
    ],
    "skill mining from task logs": [
      {
        "id": "DaLT2hFRrFZ",
        "title": "Project-management loop for agents — tasks, context checks, skill mining",
        "tier": "B"
      }
    ],
    "collective communication": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
        "tier": "A"
      }
    ],
    "stealth model launch": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
        "tier": "A"
      }
    ],
    "zero-computation experts": [
      {
        "id": "DaWY7yQJoHQ",
        "title": "LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips",
        "tier": "A"
      }
    ],
    "curlicue fractal": [
      {
        "id": "DR6kWKTDJ1T",
        "title": "Curlicue fractals — turtle-walk spirals from irrational angle steps",
        "tier": "B"
      }
    ],
    "turtle graphics": [
      {
        "id": "DR6kWKTDJ1T",
        "title": "Curlicue fractals — turtle-walk spirals from irrational angle steps",
        "tier": "B"
      }
    ],
    "color as vector": [
      {
        "id": "DSqaoDMEpaJ",
        "title": "Equations as images — color vectors that store parametric art in TouchDesigner",
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      }
    ],
    "data textures": [
      {
        "id": "DSqaoDMEpaJ",
        "title": "Equations as images — color vectors that store parametric art in TouchDesigner",
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      }
    ],
    "parametric equations": [
      {
        "id": "DSqaoDMEpaJ",
        "title": "Equations as images — color vectors that store parametric art in TouchDesigner",
        "tier": "A"
      }
    ],
    "law of requisite variety": [
      {
        "id": "DXo2BKUCGe4",
        "title": "Manifestation 'laws' — requisite variety, plus pseudo-physics resonance",
        "tier": "C"
      }
    ],
    "terrain-to-form mapping": [
      {
        "id": "DXwWYKRM71c",
        "title": "Landscape rings — topography turned into wearable jewelry",
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        "id": "DYk77lLPFyi",
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      {
        "id": "DYk77lLPFyi",
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      {
        "id": "DZRLuMmFU5F",
        "title": "METR rogue-deployment study — agents resisting shutdown, rant edition",
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      }
    ],
    "mmWave target tracking": [
      {
        "id": "DZYWGjpSar-",
        "title": "HLK-2450 24 GHz mmWave radar on ESP32 — presence and motion tracking",
        "tier": "B"
      }
    ],
    "two-sided marketplace": [
      {
        "id": "DZdSQuQyXCh",
        "title": "Artist housing matcher — placing artists in empty NYC pied-à-terres",
        "tier": "B"
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      {
        "id": "Dek6wBjJgnA",
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      {
        "id": "Dd6izTYiln1",
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    ],
    "WiFi sensing": [
      {
        "id": "Dd6W2q5gZJ-",
        "title": "Five fringe GitHub repos — WiFi sensing, offline 400B LLM, satellite capture",
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      }
    ],
    "software-defined radio": [
      {
        "id": "Dd6W2q5gZJ-",
        "title": "Five fringe GitHub repos — WiFi sensing, offline 400B LLM, satellite capture",
        "tier": "B"
      }
    ],
    "EMA/VWAP crossover": [
      {
        "id": "DepYGAgFDiM",
        "title": "EMA9 + VWAP crossover — automated 3-minute options strategy pitch",
        "tier": "C"
      }
    ],
    "GGUF quantization": [
      {
        "id": "DeIrl8UJZ0V",
        "title": "Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp",
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    ],
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      {
        "id": "DeuZ4BnhCqA",
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      {
        "id": "DehlIB2PT4h",
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    ],
    "ray marching": [
      {
        "id": "DehlIB2PT4h",
        "title": "Mandelbulb — ray-marching a 3D fractal from z⁸ + c",
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    ],
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      {
        "id": "DesVu_EJZZK",
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    ],
    "asset-backed financing": [
      {
        "id": "DehLFj6ON6C",
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        "tier": "A"
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    ],
    "project finance": [
      {
        "id": "DehLFj6ON6C",
        "title": "CoreWeave debt explained — how GPU-backed loans fund the neoclouds",
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    ],
    "ad LTV prediction": [
      {
        "id": "DecfvksvHiW",
        "title": "Block Blast reverse-engineered — on-device XGBoost rigs difficulty for ad revenue",
        "tier": "B"
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    ],
    "dynamic difficulty adjustment": [
      {
        "id": "DecfvksvHiW",
        "title": "Block Blast reverse-engineered — on-device XGBoost rigs difficulty for ad revenue",
        "tier": "B"
      }
    ],
    "cross-model review": [
      {
        "id": "DeW79CbCkO3",
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      {
        "id": "DeW79CbCkO3",
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    ],
    "headless APIs": [
      {
        "id": "DeWzqDXJ3ff",
        "title": "Headless software + MCP — Chamath on why software IP stops being a moat",
        "tier": "B"
      }
    ],
    "speculative decoding": [
      {
        "id": "DdZ-bDyPX6N",
        "title": "Qwen 27B at home — a dev ditching frontier labs for local models",
        "tier": "B"
      }
    ],
    "driver reconstruction": [
      {
        "id": "DeV2n53gLgf",
        "title": "Reverse Engineer Anything — trending repo that explains how any app works",
        "tier": "A"
      }
    ],
    "reverse engineering": [
      {
        "id": "DeV2n53gLgf",
        "title": "Reverse Engineer Anything — trending repo that explains how any app works",
        "tier": "A"
      }
    ],
    "engine re-implementation": [
      {
        "id": "DeSEkPfjvDA",
        "title": "Game decompilation with AI — which reconstruction methods stay legal",
        "tier": "B"
      }
    ],
    "functional reconstruction": [
      {
        "id": "DeSEkPfjvDA",
        "title": "Game decompilation with AI — which reconstruction methods stay legal",
        "tier": "B"
      }
    ],
    "image-to-3D": [
      {
        "id": "DcZpxwhR7zG",
        "title": "Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset",
        "tier": "B"
      }
    ],
    "instance segmentation": [
      {
        "id": "DcZpxwhR7zG",
        "title": "Tencent WorldClaw — prompt-to-3D worlds with every object a separate asset",
        "tier": "B"
      }
    ],
    "ternary quantization": [
      {
        "id": "Ddg3yiFRtMg",
        "title": "Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio",
        "tier": "A"
      }
    ],
    "3D scene capture": [
      {
        "id": "DbqLB-zMoJR",
        "title": "DuckStation 3D screenshot — rip any PS1 scene to OBJ for Blender",
        "tier": "A"
      }
    ],
    "mesh extraction": [
      {
        "id": "DbqLB-zMoJR",
        "title": "DuckStation 3D screenshot — rip any PS1 scene to OBJ for Blender",
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      }
    ],
    "CSG": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "hidden-line removal": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "path optimization": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "ray casting": [
      {
        "id": "Dd9Uvy9ByCE",
        "title": "ln + vpype — 3D scenes to hidden-line vector art for pen plotters",
        "tier": "S"
      }
    ],
    "Newton-Raphson iteration": [
      {
        "id": "DeHSjhOAMwe",
        "title": "Quake III fast inverse square root — the 0x5f3759df bit hack explained",
        "tier": "A"
      }
    ],
    "float bit reinterpretation": [
      {
        "id": "DeHSjhOAMwe",
        "title": "Quake III fast inverse square root — the 0x5f3759df bit hack explained",
        "tier": "A"
      }
    ],
    "visual verification loop": [
      {
        "id": "DeNYhSNNR5M",
        "title": "Google game Playground — why a harness that can't see its output fails",
        "tier": "B"
      }
    ],
    "conductor agent": [
      {
        "id": "Dd-WP0FtFA6",
        "title": "Founder OS — 17 always-on AI agents running a one-person business",
        "tier": "B"
      }
    ],
    "agent attribution": [
      {
        "id": "DeIfDwPI_ma",
        "title": "AgentCraft — Minecraft mod where Claude agents write real code",
        "tier": "A"
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      {
        "id": "DeIfDwPI_ma",
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    ],
    "adversarial perturbation": [
      {
        "id": "Dd84xuVhSuZ",
        "title": "Anti-surveillance OPSEC tools — plate-reader confusion and photo poisoning",
        "tier": "B"
      }
    ],
    "image cloaking": [
      {
        "id": "Dd84xuVhSuZ",
        "title": "Anti-surveillance OPSEC tools — plate-reader confusion and photo poisoning",
        "tier": "B"
      }
    ],
    "persona classification": [
      {
        "id": "DeNjir4xlrG",
        "title": "AI networking for job referrals — archetype-based LinkedIn outreach",
        "tier": "B"
      }
    ],
    "personalized outreach": [
      {
        "id": "DeNjir4xlrG",
        "title": "AI networking for job referrals — archetype-based LinkedIn outreach",
        "tier": "B"
      }
    ],
    "critic-agent loop": [
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        "id": "Dbi310GvNMY",
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        "id": "DcQ0dv-hG23",
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      {
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        "id": "DcMSk7Rxcdu",
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      {
        "id": "DbfICkRozy5",
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        "id": "Db_jPi5js8f",
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        "id": "DbtJytsumrO",
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        "id": "DboDjfgkVOG",
        "title": "Fully synthetic AI creator — Higgsfield, ElevenLabs, Veo and CapCut stack",
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        "id": "DboDjfgkVOG",
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        "id": "DW7thNGDrPJ",
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        "id": "DW7thNGDrPJ",
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      {
        "id": "DZ7dVg_Rqog",
        "title": "Trojan-horse marketplace — co-marketing with adjacent vendors via AI",
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    "partner outreach automation": [
      {
        "id": "DZ7dVg_Rqog",
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    "speech-to-speech translation": [
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        "id": "Db61Q1SCqtQ",
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        "id": "DcCBFWTIhMm",
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        "id": "DcCBFWTIhMm",
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        "tier": "B"
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      {
        "id": "Db-9QiOxxPe",
        "title": "Flock plate-search transparency site — see which police searched you and why",
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      {
        "id": "DbzEQNTRBCe",
        "title": "Open-source object tracking — the tech inside Flock cameras, free",
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    "object detection": [
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        "id": "DbzEQNTRBCe",
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      {
        "id": "Db9ExYzq_3e",
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        "id": "DbjmqTYJfMY",
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    "post-hoc citation": [
      {
        "id": "Db4DLZIh5a3",
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    "contact simulation": [
      {
        "id": "DYuY_-7Oqk4",
        "title": "PPF Contact Solver — ZOZO's open-source GPU cloth and soft-body physics",
        "tier": "S"
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        "id": "DYuY_-7Oqk4",
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        "id": "DcCdYgnJ10h",
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        "id": "DasLm6opzIO",
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    "scroll-linked image sequence": [
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        "id": "DasLm6opzIO",
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      {
        "id": "Db0ipK0RLCE",
        "title": "OSINT recon trio — open databases, 135-check footprint, GitHub leak alerts",
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    "secret scanning": [
      {
        "id": "Db0ipK0RLCE",
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    "WebSocket streaming": [
      {
        "id": "DZfhWxvu3tM",
        "title": "ASCILINE — 30fps video streamed as colored text over WebSockets",
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    "text-mode rendering": [
      {
        "id": "DZfhWxvu3tM",
        "title": "ASCILINE — 30fps video streamed as colored text over WebSockets",
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        "id": "Dbhuaw7Pk4u",
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        "id": "Dbhuaw7Pk4u",
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        "id": "DZ3PQxzoUEr",
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        "id": "DZ3PQxzoUEr",
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    "optimistic UI": [
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        "id": "DZ3PQxzoUEr",
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        "id": "DZ3PQxzoUEr",
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      {
        "id": "DZ3PQxzoUEr",
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        "id": "Db7Vx2Hhf9c",
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    "active recall": [
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        "id": "Db3u0hAPCHV",
        "title": "Self-study pipeline — saved links to AI-generated study guides and quizzes",
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        "id": "Db9XlIFpqUw",
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      {
        "id": "Db9Br3XBTPj",
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    "agent status dashboard": [
      {
        "id": "DbaFoAUMvnK",
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        "id": "Dbef94fpz9u",
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        "id": "DbSjJT7sLUf",
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    "insertion sort": [
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        "id": "DaSql3FhvG5",
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    "shell sort": [
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    "fading memory": [
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        "id": "DWxNZMrjqY9",
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    "reservoir computing": [
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        "id": "DbWZwciSP4l",
        "title": "Baidu Unlimited OCR — 3B local model parsing 100-page PDFs in one pass",
        "tier": "A"
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    "synthetic instruction data": [
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        "id": "DZEQhaKSHSB",
        "title": "LLM identity confusion — Claude and Grok claim to be Chinese models",
        "tier": "B"
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    "monitor mode": [
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        "id": "DXhxXHOEY7v",
        "title": "Cochlea — Wi-Fi side-channel attack on Ring cameras",
        "tier": "A"
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    "side-channel attack": [
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        "id": "DXhxXHOEY7v",
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        "tier": "A"
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    "traffic fingerprinting": [
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        "id": "DXhxXHOEY7v",
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        "tier": "A"
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    "Jacobian determinant": [
      {
        "id": "DbOyUOYyN8k",
        "title": "Jacobian conjecture — AI-claimed counterexample explained via maps",
        "tier": "B"
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    "content clipping": [
      {
        "id": "DadfHYrkmr7",
        "title": "Clipping economy — brands pay per-view for creator content reposts",
        "tier": "B"
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    "pay-per-view campaigns": [
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        "id": "DadfHYrkmr7",
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        "tier": "B"
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      {
        "id": "DamEcWuPvX0",
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    "manager-worker-reviewer": [
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        "id": "DamEcWuPvX0",
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    "AI humanizing": [
      {
        "id": "DbI0-guRspT",
        "title": "DIY media brand — agent-written features and carousels instead of paid press",
        "tier": "C"
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    "hooks": [
      {
        "id": "DbJzWBfxPvD",
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        "tier": "A"
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      {
        "id": "DbJzWBfxPvD",
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        "tier": "A"
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    "closed-loop liquid cooling": [
      {
        "id": "DaA6cGsyQp3",
        "title": "Nvidia closed-loop cooling — why it grows demand for chillers",
        "tier": "B"
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    "flight tracking": [
      {
        "id": "DYM_bORIXMW",
        "title": "Elite flight signals — tracking how the ultra-wealthy hedge instability",
        "tier": "C"
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    "browser automation": [
      {
        "id": "Da6AHzxNtNZ",
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        "tier": "B"
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      {
        "id": "Da6AHzxNtNZ",
        "title": "Car flipping agent — Facebook Marketplace MCP plus Kelley Blue Book",
        "tier": "B"
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    "drivers": [
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        "id": "DacssZfNGNS",
        "title": "Blender rigid-body spaceship — motors, constraints and drivers for flight",
        "tier": "S"
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        "id": "DacssZfNGNS",
        "title": "Blender rigid-body spaceship — motors, constraints and drivers for flight",
        "tier": "S"
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    "rigid-body constraints": [
      {
        "id": "DacssZfNGNS",
        "title": "Blender rigid-body spaceship — motors, constraints and drivers for flight",
        "tier": "S"
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    "scripted expressions": [
      {
        "id": "DacssZfNGNS",
        "title": "Blender rigid-body spaceship — motors, constraints and drivers for flight",
        "tier": "S"
      }
    ],
    "complexity analysis": [
      {
        "id": "Dau64tdyY4n",
        "title": "Time complexity patterns — ten loop shapes to recognize in interviews",
        "tier": "B"
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    ],
    "data sync workflow": [
      {
        "id": "Dap2gsCRhs0",
        "title": "DIY fractional CFO — finance API sync plus AI analysis skills",
        "tier": "C"
      }
    ],
    "Final Token Preference Optimization": [
      {
        "id": "DaocklrJPJC",
        "title": "Liquid AI Antidoom — FTPO training to kill reasoning doom loops",
        "tier": "A"
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    ],
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      {
        "id": "DaocklrJPJC",
        "title": "Liquid AI Antidoom — FTPO training to kill reasoning doom loops",
        "tier": "A"
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    "preference tuning": [
      {
        "id": "DaocklrJPJC",
        "title": "Liquid AI Antidoom — FTPO training to kill reasoning doom loops",
        "tier": "A"
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    "orchestrator-worker": [
      {
        "id": "DaojVuSNKno",
        "title": "Fable 5 plus GPT-5.6 routing — Codex plugin inside Claude Code",
        "tier": "B"
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    ],
    "personal knowledge management": [
      {
        "id": "DadGSQ7lNLX",
        "title": "Obsidian knowledge vault — viral 'Anthropic engineer brain' graph",
        "tier": "C"
      }
    ],
    "shared shader cache": [
      {
        "id": "DesEZmxJRt_",
        "title": "Nintendo static recompilation — native Zelda and Mario Kart ports",
        "tier": "A"
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    "evolutionary game theory": [
      {
        "id": "DadY6RKIejq",
        "title": "Hoffman's interface theory — perception as a desktop, not reality",
        "tier": "C"
      }
    ],
    "mental practice": [
      {
        "id": "DdYbBL5IlNq",
        "title": "Glenn Gould's humming — thinking music away from the piano",
        "tier": "B"
      }
    ],
    "integer overflow": [
      {
        "id": "DdLU2aYO-3n",
        "title": "Genie integer overflow — wishing for negative wishes",
        "tier": "B"
      }
    ],
    "SQL joins": [
      {
        "id": "Db03wymJ1OI",
        "title": "Database Detective — solve crimes by writing SQL queries",
        "tier": "B"
      }
    ],
    "improv warm-up": [
      {
        "id": "DaMgFZJM_UA",
        "title": "The Wrong Game — clown exercise to break perceptual autopilot",
        "tier": "B"
      }
    ],
    "agent status visualization": [
      {
        "id": "DczR-QlSMdK",
        "title": "Bot Crossing — video-game workspace for managing 80 AI agents",
        "tier": "A"
      }
    ],
    "statistical watermarking": [
      {
        "id": "DczTwcbpE7G",
        "title": "LLM text watermarking — how token-bias watermarks work",
        "tier": "C"
      }
    ],
    "token biasing": [
      {
        "id": "DczTwcbpE7G",
        "title": "LLM text watermarking — how token-bias watermarks work",
        "tier": "C"
      }
    ],
    "mechanism design": [
      {
        "id": "DbwH5S2hnfO",
        "title": "Y-Pan — 3D-printed panoramic 35mm camera instead of a $5k XPan",
        "tier": "A"
      }
    ],
    "1-bit synthesis": [
      {
        "id": "Db22ptPy577",
        "title": "Tristan Perich's 1-Bit Symphony — music from on/off pulses on a chip",
        "tier": "A"
      }
    ],
    "assembly programming": [
      {
        "id": "Db22ptPy577",
        "title": "Tristan Perich's 1-Bit Symphony — music from on/off pulses on a chip",
        "tier": "A"
      }
    ],
    "artwork photography": [
      {
        "id": "DcTt5_eoGFO",
        "title": "Print-on-demand art prints — sell paintings with no stock or upfront cost",
        "tier": "B"
      }
    ],
    "print on demand": [
      {
        "id": "DcTt5_eoGFO",
        "title": "Print-on-demand art prints — sell paintings with no stock or upfront cost",
        "tier": "B"
      }
    ],
    "image geolocation": [
      {
        "id": "Da-uDDRR6RJ",
        "title": "OSINT tools — photo geolocation, exposed AI servers, leak search",
        "tier": "C"
      }
    ],
    "internet scanning": [
      {
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}