Picture this: your AI agent spins up a fresh environment, pulls credentials from a secrets store, and calls a few APIs before lunch. It’s fast, elegant, and maybe a little reckless. Buried inside that automation are untracked permissions, silent data exposures, and commands that leap past compliance boundaries. AI