AgentOps
Free tierTrace, Debug, & Deploy Reliable AI Agents — the leading developer platform for AI agents and LLM apps.
Free tier available·Technical·API available
Key strengths
Time Travel Debugging — rewind and replay agent runs with point-in-time precisionBroad compatibility with 400+ LLMs and agent frameworks via a single SDKDetailed cost and token tracking across multiple agentsFull audit trail including logs, errors, and prompt injection detectionLLM fine-tuning on saved completions at up to 25x lower cost
Free tier + paid plans · from $40 USD/mo
Self-hostable
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- Distributed multi-agent tracing — Instrument complex multi-agent pipelines to trace inter-agent calls and identify bottlenecks or failure points across the entire graph.
- LLM cost attribution — Break down token usage and USD cost per agent, session, or LLM provider using built-in price monitoring for 400+ models.
- Prompt injection detection — Automatically surface and log prompt injection attempts in production for security review and incident response.
- Session replay for CI/CD — Integrate AgentOps into test pipelines to replay and validate agent behavior deterministically before deploying new versions.
- Fine-tuning data pipeline — Use the SDK to accumulate and export high-quality LLM completions from production runs as supervised training data for specialized fine-tuning jobs.
- On-premise enterprise deployment — Deploy AgentOps infrastructure on AWS, GCP, or Azure with custom data retention, SSO (SAML/OIDC), and compliance controls for SOC-2 and HIPAA environments.