What 100,000+ Monthly Test Executions Reveal About Reliability, Flakiness, and Maintenance

Once automated testing becomes part of every release cycle, the harder question is whether you can trust the results it produces. Failures, flaky behavior, reruns, UI changes, and test maintenance all affect how much engineering work follows each regression run.