Architecture

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

Update — v0.3.0 released. CauterRule is now live on GitHub and PyPI . It turns repeated agent failures into permanent standing rules — extract, repl…

Why I Made Stale Forecasts Fail Instead of Falling Back to Do Nothing

The UI showed ready , do_nothing , and a blank reason field. A facility manager reading that screen would assume the engine had looked at the peak w…