I Love the Karpathy LLM Wiki but it Doesn't Scale. Here's What Does.

YouTube · YouTube

• Examines why the personal markdown “LLM wiki” pattern (popularized by Karpathy) breaks down as agent memory needs grow
• Proposes Redis Iris as a retrieval-backed memory layer to replace flat markdown files
• Addresses multi-user/team scenarios where a single personal wiki can’t serve as shared context
• Takeaway: for production or multi-user agent memory, move to a retrieval-backed store rather than scaling markdown files by hand