Every engineering leader has sat through the same scenario: a release slipped because QA couldn’t keep up. The developers shipped fast. The CI/CD pipeline was humming. But somewhere between “code complete” and “production-ready,” the testing process became the wall everything ran into. Manual test writing is slow. Brittle automation scripts