Do: run the same representative cases across prompt or model revisions, and version additions instead of replacing failures. Example: retain an ordinary, missing-evidence, and hostile-content case in every run. Check: compare the case-list and rubric hashes before comparing scores; a changed test set is a new evaluation, not an improvement.