autogen/website/docs/ecosystem/agentops.md
# Agent Monitoring and Debugging with AgentOps  <img src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/external/logo/banner-badge.png?raw=true" style="width: 40%;" alt="AgentOps logo"/>  [AgentOps](https://agentops.ai/?=autogen) provides session replays, metrics, and monitoring for AI agents.  At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops).  |                                       |                                                               | | ------------------------------------- | ------------------------------------------------------------- | | 📊 **Replay Analytics and Debugging** | Step-by-step agent execution graphs                           | | 💸 **LLM Cost Management**            | Track spend with LLM foundation model providers               | | 🧪 **Agent Benchmarking**             | Test your agents against 1,000+ evals                         | | 🔐 **Compliance and Security**        | Detect common prompt injection and data exfiltration exploits | | 🤝 **Framework Integrations**         | Native Integrations with CrewAI, AutoGen, & LangChain         |  <details open>   <summary><b><u>Agent Dashboard</u></b></summary>   <a href="https://app.agentops.ai?ref=gh">    <img src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/external/app_screenshots/overview.png?raw=true" style="width: 70%;" alt="Agent Dashboard"/>   </a> </details>  <details>   <summary><b><u>Session Analytics</u></b></summary>   <a href="https://app.agentops.ai?ref=gh">     <img src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/external/app_screenshots/session-overview.png?raw=true" style="width: 70%;" alt="Session Analytics"/>   </a> </details>  <details>   <summary><b><u>Session Replays</u></b></summary>   <a href="https://app.agentops.ai?ref=gh">     <img src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/external/app_screenshots/session-replay.png?raw=true" style="width: 70%;" alt="Session Replays"/>   </a> </details>  