Automation theater looks green in CI and still ships broken releases.
Pyramid balance
Many unit and API tests, fewer brittle UI tests. UI coverage for critical journeys only.
Flake budgets
Quarantine flaky tests immediately. A noisy suite trains teams to ignore failures.
Release gates
Block deploys on meaningful suites. Vanity coverage percentage is not a gate.