Picture your favorite coding copilot with commit access to production. It’s cheerful, fast, and dangerously unaware of your company’s security rules. The same goes for AI agents that call APIs, scan databases, or refactor pipelines. These models automate everything but governance, leaving a quiet mess of hidden risks