The interesting failures of an autonomous agent aren’t dramatic. It calls the same tool with the same arguments over and over, making no progress. It takes thirty steps on a task that needed three, quietly running up cost. It performs an action that a human, or a policy, should have stood in front of. When an agent runs on its own, there’s no one watching to catch any of it.