Agentops

AgentOps is a developer platform for observing AI agents and language-model applications. Its SDK records events from supported frameworks so a team can inspect model calls, tool activity, errors, and interactions between agents. A visual session view and replay controls help developers follow the sequence of a run and return to a specific point during debugging. The platform also records token use and estimated model spending, which makes cost analysis part of the same review workflow. The official site names integrations such as OpenAI, CrewAI, and AutoGen and links to implementation documentation. Basic access includes a limited event allowance, while higher plans add features such as session export, longer retention, and role-based permissions. Enterprise arrangements list options for custom sign-on, deployment, and retention policies. Teams should therefore compare integration coverage, event volume, and the information captured in logs before selecting a plan. AgentOps supplies observability data for investigating behavior; that data still requires interpretation and does not itself establish that an agent's answers or actions are correct.