AgentOps shows you what your agent did. AgentShield ensures it should have done it in the first place.
AgentOps is an open-source developer debugging tool with session replay and time-travel debugging for AI agents. AgentShield is a governance and compliance platform that ensures your agents are safe, controlled, and regulation-ready.
| Feature | AgentOps | AgentShield |
|---|---|---|
| Observability | ||
| Agent Tracing | ✓ | ✓ |
| Session Replay | ✓ | ✗ |
| Time-Travel Debugging | ✓ | ✗ |
| Token & Cost Tracking | ✓ | ✓ |
| Span Trees / Waterfall View | ✓ | ✓ |
| Risk & Safety | ||
| AI-Powered Risk Analysis | ✗ | ✓ |
| Real-Time Risk Alerts | ✗ | ✓ |
| Built-in Guardrails | ✗ | ✓ |
| Adversarial Testing Suite | ✗ | ✓ 57+ scenarios |
| Governance | ||
| Human-in-the-Loop Approvals | ✗ | ✓ |
| Compliance Reports (EU AI Act) | ✗ | ✓ |
| Cost Budgets & Alerts | ✗ | ✓ |
| Developer Experience | ||
| LLM Provider Support | ✓ 400+ providers | ✓ any via SDK |
| Open Source | ✓ MIT | ✗ |
| Framework Integrations | ✓ CrewAI, AG2, LangChain | ✓ LangChain, CrewAI, OpenAI |
| Plan | AgentOps | AgentShield |
|---|---|---|
| Free | Free tier available | 1 agent, 1K events, keyword risk |
| Starter | $20/mo (Pro) | $49/mo — AI analysis, tracing, approvals |
| Pro / Team | Custom (Enterprise) | $149/mo — compliance reports, testing |
| Enterprise | Custom | Custom |
Yes. AgentOps excels at developer debugging, session replay, and understanding what happened during agent execution. AgentShield excels at runtime safety, compliance, and governance. Use AgentOps to debug your agents during development. Use AgentShield to protect them in production.
Debug with AgentOps. Govern with AgentShield.
3 lines of code. Risk analysis, compliance reports, and approval workflows from day one.