Google takes a blended approach to software development and testing where the two practices are interwoven and indistinguishable. Testing is considered an integral part of the development process, not a separate activity. Google emphasizes automated testing and uses a tiered release process involving Canary, Dev, Test, and Beta channels to carefully test and iterate new versions before public release. The roles of Software Engineer (SWE), Software Engineer in Test (SET), and Test Engineer (TE) work together in testing with SWEs and SETs focused more on unit and integration testing and TEs focused more on user testing.