Improving Claude Code via MISTAKES.md Feedback Loops
August 13, 2026
Implementing a MISTAKES.md file allows Claude Code to log failures, root causes, and prevention rules. This documentation converts recurring mistakes into hard rules in CLAUDE.md, creating a self-correcting loop for the agent.
HOW THIS AFFECTS YOU
●
builderYou can implement this simple text-based feedback loop to drastically reduce agentic regression in your repos.