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        <title>Backpass: a tool that reads your agent's transcripts and rewrites AGENTS.md from what went wrong</title>
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        <description>Backpass treats AGENTS.md like a model you improve from its own mistakes. It finds local coding-agent transcripts, strips tool noise and obvious secrets, then looks for repeated failures that justify a small instruction change. Every proposal includes quotes from real sessions, new rules need evidence from at least two sessions, and nothing writes until you approve it. #github #opensource https://github.com/kunchenguid/backpass</description>
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