Your AI copilot just merged a pull request, queried production data, and spun up a new server. Cool, right? Except no human ever approved those actions. That’s the risk hidden inside every fast-moving AI workflow. When copilots, model context pipelines, and autonomous agents touch real infrastructure, the difference between