It starts with excitement. Your dev team wires an AI copilot into their pipeline, and suddenly build approvals, code reviews, and API calls happen at machine speed. The new workflow feels powerful, almost magical, until you realize those same AI tools can commit code, hit production endpoints, or read sensitive