core/calibration/README.md

Calibration Package

calibration/ is the deterministic operator-parameter replay and tuning package. It explores bounded CalibrationParams candidates against eval cases and emits before/after metrics for review.

It is not the ADR-0175 reliability ledger and it does not grant serving licenses. Serving discipline is owned by core.reliability_gate; Workbench reads that evidence through workbench/calibration.py without re-running lanes or mutating license state.

This boundary is intentional:

• calibration/params.py, calibration/replay.py, calibration/tune.py, and calibration/report.py support deterministic parameter audits.
• workbench/calibration.py projects committed practice and serving artifacts into a read-only UI/API surface.