Practice disciplined automated testing, including TDD, ATDD, unit tests, integration tests, contract tests, regression tests, and production validation where appropriate. The team operates like a fast-moving product engineering pod, leveraging AI to accelerate development while maintaining long-term quality through clear specs, strong testing, and production-safe releases.