AI agents are no longer just prompts with tool calls. They are long-running, asynchronous systems that act across tools, queues, context, sandboxes, and teams. In this talk, Sam Komesarook shows why debugging agents is becoming less like reading logs and more like managing autonomous workers: tracing what happened, interpreting recurring behavior, catching failures live, and closing the loop from insight to intervention.