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AgentOps

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Freemiumai agentsobservabilitydebuggingmonitoringllm ops

AgentOps provides session recording, cost tracking, error monitoring, and replay for AI agent workflows built with frameworks like CrewAI, AutoGen, LangChain, and custom setups. Developers instrument their agents with a lightweight SDK, and AgentOps surfaces a timeline of every LLM call, tool use, and decision made during a run. It helps teams debug flaky agents and optimize token spend. A free tier supports limited sessions, with paid plans for production monitoring.