What 2000 Exposed VibeCoded Apps Reveal About the Limits of Most Security Stacks

Shadow AI used to mean employees pasting things they shouldnt into ChatGPT It now means something bigger employees building full applications with AI wiring them into production systems and publishing them on the open internet Without Security or IT in the loop The artifact moved from a prompt to a product The risk surface moved with it In The Shadow Builders report get it here a