Hi 👋, I'm Malay Satapathy

One man’s constant is another man’s variable

• 🔭 Product Deployed Engineer at Google — working across applied AI, product strategy, and production engineering.
• 🧠 Obsessed with why frontier models break on step 18 of a tool chain—and building lightweight cognitive scaffolding to stop them from thrashing.
• ⚡ Defaulting to <1ms client-side execution, on-device models (window.ai), and serverless WebRTC P2P whenever a backend isn't needed.
• 💬 Ask me about Agentic Systems, System Design, Product Strategy, Travel, Food — or send your best memes 🎃.

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🧩 How I Wire Autonomous Agents (System-1 → System-2)

# Plug my 100-line System-2 protocol into Claude Code, Antigravity, Cursor, or Codex:
git clone https://github.com/malay-satapathy/metacog.git && ./metacog/install.sh

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📦 Selected Builds

🧠 metacog  SKILL.md · MCP · System-2 Coding agents rarely fail from lack of syntax knowledge—they fail by tweaking the same broken line 5× in a row. Wires [KNOWN] vs [ASSUMED] calibration and a 2-strike circuit breaker into any coding agent.	🔥 circle-of-shaq  WebRTC P2P · Zero-Leak Opened spyfall.co's network tab on game night and spotted is_spy: true leaking in plaintext JSON. Rebuilt with a zero-leak role engine, anti-screen-tell UI, serverless P2P sync, and a Desi Adda & Shaadi deck (3–24+ players).
✨ delim  <1ms · Gemini Nano · SQL Replaced ad-heavy server tools with a 100% client-side data studio: auto-predicts transforms in <1ms, runs pandas & BigQuery/Postgres/Oracle SQL chunking, and bridges to Chrome's on-device Gemini Nano (window.ai).	🕹️ play-deck  22 Games · Plugin Core 22 classic & indie arcade games (Tetra-Drop, Maze-Muncher, Merge the Stack, Quantum Dice) architected as isolated zero-collision modules sharing a single cross-game XP progression store.

More Playgrounds:  🌞 threejs_react (Live 3D WebGL & Physics Demo ↗)  ·  🌦️ clime_weather_app (Live React Weather App ↗)  ·  🔐 PassKeeper (Native Android Vault)

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🛠️ Stack & Ecosystem

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🌐 Connect & Reach Out