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I Love the Karpathy LLM Wiki but it Doesn't Scale. Here's What Does.
Cole Medin
I Love the Karpathy LLM Wiki but it Doesn't Scale. Here's What Does.
Cole Medin argues that markdown-based personal agents (like Karpathy LLM Wikis) don't scale to production, and walks through the architecture needed for production agents: a database-backed context retrieval layer and persistent user memory. He uses Redis Iris as a live demonstration platform.
AI & TechRedis
3 min read9 Jul 2026

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