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ARTICLE27

I accidentally built Karpathy's LLM Wiki — with 5,420 memories, 6 AI agents, and a self-healing knowledge graph

DEV.to AI·April 16, 2026

The author describes unknowingly building a multi-agent cognitive engine called BrainDB, which mirrors Andrej Karpathy's LLM Wiki pattern with 5,420 memories and a self-healing knowledge graph. This system, developed on a homelab server, extends Karpathy's RAG-alternative by continuously refining and fact-checking its knowledge.

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