Trigger diagnostic
When CI passes and fails no longer mean what leadership thinks they mean.
This assessment separates infrastructure noise, test debt, missing gates, and weak ownership so release decisions can be based on signal instead of hope.
KPI menu
Measure the release signal before trying to fix everything.
Useful baselines include CI pass reliability, flaky failure rate, retry recovery rate, failure triage time, noise ratio, regression duration, and gate bypass frequency.