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My Extraction Score Was 0.08 and the Model Was Innocent: Rebuilding the Ruler

This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI . It turns repeated agent failures into permanent standing rules — extract, replay-test, promote. pip install cauterule gives you the full CLI, framework adapters, rule lifecycle, pack ecosystem, and official rule packs. The v0.3.1…

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  1. 2026-09-13 23:08 · DEV Community — AI
    My Extraction Score Was 0.08 and the Model Was Innocent: Rebuilding the Ruler

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