Agentops

AgentOps is a developer platform designed for building, testing, monitoring, and managing autonomous AI agents and large language model (LLM) applications. It provides end-to-end observability tools—such as session replays, visual event tracking, and time-travel debugging—allowing developers to inspect and analyze complex multi-agent workflows. The platform features robust cost and token tracking across hundreds of different LLMs to help teams optimize their operational spending. It offers seamless integrations with popular orchestration frameworks like CrewAI, AutoGen, and LangChain. Ultimately, AgentOps helps engineers transition their AI agents safely and reliably from early prototypes to fully governed production environments.