AgentOps

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.