LN-Tools — Reproducibility is enforced by puma validate-baseline, which re-runs a…
Reproducibility is enforced by puma validate-baseline, which re-runs a canonical spec and exits non-zero if F1/MAE drift outside tolerance (+/-0.01 F1, +/-0.05 MAE), turning determinism into a release-blocking gate.
Source: PUMA project documentation · Traceability: corpus unit
PUMA-036· Confidence: repo-backed