AI article

The Model Wrote the Right Rule and My Replay Rejected It: The Extraction-vs-Replay Split

Community description: Update — v0.3.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Dev.to | Sep 12, 2026 | Debashish Ghosal

Automated excerpt

Extraction: given a failure, does the model produce the right rule? Replay / evaluation: given a rule, can we verify it against history? The model reproduced the reference rule almost verbatim.

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