Every modern engineering team now has AI stitched into its workflow. Copilots generate code, agents optimize pipelines, and language models comb through logs faster than any intern could dream. Helpful, yes. But also risky. Each prompt or automated action becomes a potential security event, capable of exposing secrets, leaking data,