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ai

Knowledge Management with LLMs: From Karpathy's llm-wiki to the Open-Source Ecosystem

Karpathy proposed the llm-wiki pattern in 2026, having LLMs proactively maintain a markdown wiki instead of running RAG from scratch every time. Over 100 open-source implementations now exist, ranging from local CLI tools to serverless Telegram bots.