As a gradually reforming software performance engineer, I spent a lot of time discovering type 2 items off in enterprise software. I think your background is s

As a gradually reforming software performance engineer, I spent a lot of time discovering type 2 items off in enterprise software. I think your background is similar. What is more amazing, is I think a number of projects I worked on as a performance tester had no developer on staff or team for a large enterprise software product who could make a determination that the type 2 error had occurred. I think this was mainly the result of having only background in a specific tech stack (I saw lots of low-hanging opportunities for doing set operations in the database rather than pulling stuff in with J2EE or even in db code written in an imperative style . . . <shudders when thinking of T-SQL in legacy product> ).