Picture a coding assistant browsing your private GitHub during a late-night refactor. It reads secrets, suggests fixes, and maybe calls your production API for “context.” Innocent enough, until you realize it just created a compliance nightmare. AI copilots, autonomous agents, and prompt pipelines move fast, but they also move beyond