Karpathy-style agent coding gets boiled down to one free Markdown rule file
SimplyAnnisa · x · 2026-07-22
Karpathy's agent-coding notes turn into a simple rule set
A reply points to Andrej Karpathy's field notes after he moved from 80% manual coding to 80% agent coding within a couple of months.
- The core pattern: models often make wrong assumptions and keep going, overcomplicate simple fixes, or touch unrelated code quietly.
- The reply says these problems can be corrected with a single Markdown file of simple rules, and that it is free.
- The thread is essentially about how to keep Claude Code-style workflows disciplined so agent output becomes useful instead of messy.
Related event: Open Source Project Turns Karpathy's Coding Tips into Claude Code Rules(3 posts)→
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