AgentOps
Free tierTrace, Debug, & Deploy Reliable AI Agents — the leading developer platform for AI agents and LLM apps.
Free tier available·Technical·API available·Open source
Key strengths
Agent observability and tracingTime Travel Debugging (rewind and replay agent runs)LLM cost tracking across 400+ LLMsToken count monitoringFine-tuning on saved completions (up to 25x cheaper)Native integrations with top agent frameworksFull audit trail with prompt injection attack detection
Free tier + paid plans · from $40 USD/mo
Founded 2023
Self-hostable
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Recent changes
- Plans updated: Free tier up to 5,000 events; Pro at $40/month (pay as you go, unlimited events/logs, Slack & email support, RBAC); Enterprise at custom pricing (SLA, SSO, on-premise, self-hosting, SOC-2/HIPAA).
- Open source: now available
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AgentOps is best suited for developers and engineers who need production-grade observability for AI agent systems. Concrete use cases include:
- Debugging multi-step agent failures using Time Travel Debugging to rewind and replay specific agent runs without re-executing costly LLM calls
- Cost optimization by tracking spend across 400+ LLMs at the token level, identifying expensive calls, and fine-tuning on saved completions for up to 25x cost reduction
- Security auditing via full audit trails and automatic prompt injection attack detection
- Framework-agnostic monitoring across CrewAI, Autogen, Langchain, AG2, CamelAI, Agno, OpenAI, and the OpenAI Agents SDK from a single observability layer
- Compliance-ready deployments on Enterprise plans with SOC-2/HIPAA, SSO, and on-premise or self-hosted infrastructure options
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