# AgentOps

> AgentOps is a developer platform for tracing, debugging, and deploying reliable AI agents and LLM apps with observability across 400+ LLMs and frameworks.

AgentOps is the leading developer platform for building, monitoring, and deploying AI agents and LLM applications. It provides full observability into agent runs — including LLM calls, tool usage, costs, and errors — with native integrations for OpenAI, CrewAI, Autogen, and 400+ LLMs and frameworks. Engineers can install it with a single `pip install agentops` command and start tracing agents immediately. Trusted by engineers at Microsoft, Google, Meta, Deloitte, and thousands of other organizations worldwide.

- **Session Replay & Visualization** — *Visually track events such as LLM calls, tools, and multi-agent interactions in a timeline view.*
- **Time Travel Debugging** — *Rewind and replay agent runs with point-in-time precision to identify and fix issues fast.*
- **Debug and Audit Trails** — *Maintain a full data trail of logs, errors, and prompt injection attacks from prototype to production.*
- **Token & Cost Tracking** — *Track, save, and monitor every token your agent sees, with up-to-date price monitoring across 400+ LLMs.*
- **Fine-Tuning Support** — *Fine-tune specialized LLMs up to 25x cheaper using saved completions from your agent runs.*
- **Multi-Agent Support** — *Visualize and trace interactions across complex multi-agent pipelines and frameworks.*
- **Role-Based Permissioning** — *Control access with role-based permissions for team collaboration (Pro and above).*
- **Enterprise-Grade Security** — *SOC-2, HIPAA, and NIST AI RMF compliance, with on-premise deployment options on AWS, GCP, and Azure.*
- **One SDK, Many Integrations** — *Install via pip and connect natively to CrewAI, Autogen, OpenAI, and hundreds of other frameworks with minimal code changes.*
- **Getting Started** — *Sign up at app.agentops.ai, run `pip install agentops`, and add two lines of code to your agent to begin tracing sessions immediately.*

## Features
- Session replay and visualization
- Time travel debugging
- LLM cost tracking (400+ LLMs)
- Token count monitoring
- Multi-agent interaction tracing
- Error and prompt injection audit trails
- Fine-tuning on saved completions
- Role-based permissioning
- Session and event export
- Unlimited log retention (Pro+)
- SOC-2, HIPAA, NIST AI RMF compliance
- On-premise deployment (AWS, GCP, Azure)
- Custom SSO
- Dedicated Slack and email support

## Integrations
OpenAI, CrewAI, Autogen, Microsoft Azure, AWS, GCP, Anthropic, GPT-4, Slack

## Platforms
WEB, API, DEVELOPER_SDK

## Pricing
Open Source, Free tier available

## Links
- Website: https://www.agentops.ai
- Documentation: https://docs.agentops.ai/
- Repository: https://github.com/AgentOps-AI/agentops
- EveryDev.ai: https://www.everydev.ai/tools/agentops