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Observability and monitoring for AI agents.

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AgentOps

AgentOps provides agent observability for OpenAI, CrewAI, AutoGen, and 400+ LLMs and frameworks. Makes agent observability, testing, and monitoring easy with just two lines of code. Features comprehensive tracking of agent performance, user interactions, API usage, real-time monitoring with session replays, cost control for LLM/API spend management, and failure detection for multi-agent interactions. Integrates with CrewAI, Agno, OpenAI Agents SDK, LangChain, AutoGen, AG2, CamelAI, LlamaIndex, and Google ADK. AI agents market projected to grow from $5B (2024) to $50B (2030).