When we write a test, we imagine the perfect interface for our operation. We are telling ourselves a story about how the operation will look from the outside. Our story won’t always come true, but it’s better to start from the best-possible application program interface (API) and work backward than to make things complicated, ugly, and “realistic” from the get-go.