Use when a team needs a lasting view of test reliability from CI history (JUnit XML or JSON): a flake-rate metric, a Grafana panel or Datadog CI Visibility view, the quarantine-candidate query, trend alerts, and a weekly or monthly test-health report for Slack or a wiki.