Debugging this kind of an agent is sophisticated; its diversified habits creates many factors of opportunity failure or inefficiency. With agent monitoring, although, builders can perform step-by-move session replays of agent runs, observing exactly what the AI program did and when. Did the agent make reference to the appropriate client aid documen