When developing software and maintaining CI/CD and testing pipelines we are often compelled to increase our test coverage by adding more tests, and therefore improve our apps’ quality. After all, more automation equals better software, right? There’s a flipside to this equation however, and a point at which we start seeing diminishing returns from each test we add. Taken to extreme, these diminishing returns begin to actively harm our ability to deliver working software.