AI Changed Your Pipeline, Not Just Your Editor

AI did not just change how code gets written. It changed the economics of your delivery system. When implementation gets cheaper, the constraint moves. More code shows up upstream, but CI does not magically get faster, QA does not become less overloaded, release confidence does not appear out of nowhere, and production does not become more forgiving because the diff was generated by a model. The…