AI agents are quickly moving from experiments to real execution layers inside organizations. They don’t just generate content - they take actions: calling APIs, accessing systems, modifying data. From a security perspective, the underlying mechanisms are familiar. The same protocols are still in use: HTTP, SSH, file systems. But what has changed is the decision-making layer. Instead of deterministic automation, we now have systems that decide how to use their access. That shift matters.