AgentOps
Monitoring and analytics platform for AI agents in production
AgentOps provides full observability for AI agents: session traces, visual replays, cost tracking, error monitoring and analytics dashboards. Finally understand what your agents are actually doing in production.
AgentOps is an artificial intelligence tool in the Automation category, developed by AgentOps and launched in 2024. AgentOps provides full observability for AI agents: session traces, visual replays, cost tracking, error monitoring and analytics dashboards. Finally understand what your agents are actually doing in production. Key features include: Session traces, Agent replays, Cost tracking, Error monitoring, Multi-framework support, Dashboard analytics. The tool is available on api with a freemium pricing model.
💰 Pricing
✨ Features
🎯 Use Cases
- Debug AI agents in production
- Track LLM costs per agent session
- Understand agent failure patterns
- Optimize agent performance over time
⚖️ Pros & Cons
👍 Pros
- Visual session replays let you watch exactly what your agent did step by step — the most intuitive debugging tool for AI agents
- Generous free tier with 1,000 sessions per month — enough to monitor agents during development and early production
- Multi-framework compatibility — works with LangChain, CrewAI, Autogen and any Python-based agent framework
- Built-in cost tracking per session — see exactly how much each agent run costs in LLM API credits
- Lightweight SDK integration — add observability with just two lines of code in your agent pipeline
👎 Cons
- Very young product with documentation still maturing — expect gaps and breaking changes
- Limited to Python agent frameworks only — no JavaScript or other language support yet
- Features are evolving rapidly — the product roadmap is ambitious but some advertised capabilities are still incomplete
🏆 Verdict
In summary, AgentOps stands out in the automation AI landscape thanks to its strengths: visual session replays let you watch exactly what your agent did step by step — the most intuitive debugging tool for ai agents, generous free tier with 1,000 sessions per month — enough to monitor agents during development and early production, multi-framework compatibility — works with langchain, crewai, autogen and any python-based agent framework. However, some users note: very young product with documentation still maturing — expect gaps and breaking changes, limited to python agent frameworks only — no javascript or other language support yet. If you're looking for alternatives, you can compare AgentOps with Composio, CrewAI, LangChain. Our overall rating: 3.8/5.
ℹ️ Information
| Company | AgentOps |
|---|---|
| Launched | 2024 |
| Platforms | API |
| Category | Automation |
| Site | https://agentops.ai |