Release gates

Make clear in advance which deterioration is blocking a release.

Relevance

Define minimum score or maximum loss from baseline.

Golden queries

Critical search routes should not break.

Performance

Use latency and index freshness boundaries.

Tracking

Make sure that query, click, and conversion events continue to work.

Rollback

Capture how a change is quickly reversed.