Picture this: your AI copilot refactors a service, an autonomous agent deploys code, and a prompt-driven model queries production data before lunch. Nice velocity. Also, a perfect recipe for risk. In modern stacks, AI runs commands once reserved for engineers. Without oversight, it can leak secrets, overwrite tables, or leave