ai is exposing everyone right now & making legacy entities vulnerable af. even labs are having a tough time shipping features that feel really good end to end. most ppl fail to realize that the hard part of building ai stuff was never access to a good model, it's the orchestration layer, the data plumbing, the taste in knowing when ai should intervene vs shut up, how it should intervene, what it should say, how it should say it, how does human in the loop work.. among many other subtle things.…