May 08, 2026
AI agents are dynamic and unpredictable. AgentOps is a specialized SDK that provides deep observability for autonomous agents, allowing developers to track how their agents are thinking and acting in the real world.
AgentOps logs every tool call, every model interaction, and every dollar spent. It provides a visual timeline of the "agent loop," making it easy to see where an agent got stuck in a cycle or where it made an expensive, unnecessary model call.
The platform allows you to "replay" agent sessions, seeing exactly what the user saw and what the agent did. This is invaluable for debugging complex multi-turn interactions and for identifying edge cases where the agent's planning logic failed.