Using Karpathy's autoresearch to Extract 5 Years of Decision-Making from GitHub
natesiggard · x · 2026-07-31
A developer shared an innovative use case for AI agents: feeding their GitHub history into autoresearch, a tool by Andrej Karpathy. The agent successfully analyzed the commit history, extracted the developer's decision-making patterns from the past 5 years, and compiled them into a reusable playbook. This demonstrates a novel approach to using agents for personal knowledge management and "self-cloning."
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