AgentOps
Agent Summary
AgentOps is a developer platform for testing, debugging, and monitoring AI agents. It provides deep visibility into agent behavior—including LLM calls, tool usage, and multi-agent interactions—across the full lifecycle from prototype to production.
Agent Overview
| Attribute | Details |
|---|---|
| Category | AI Agent Builder |
| Primary Focus | Agent testing, debugging, and observability |
| Pricing | Free tier available · Paid plans from $40/month |
| Source Type | Open Source |
| Tags | Agent Testing |
| Target Users | Developers, AI engineers, platform teams |
About This AI Agent
AgentOps is designed to simplify the development and reliability of AI agents by offering comprehensive observability and debugging tools. Developers can visually track events such as LLM calls, tool invocations, and multi-agent coordination.
A key capability is time-travel debugging, which allows rewinding and replaying agent runs to pinpoint issues with precision. AgentOps also maintains a detailed audit trail—including logs, errors, token usage, costs, and prompt-injection signals—helping teams test, secure, and optimize agents before and after deployment.
Core Capabilities
(Informational listing only)
- Visual event tracking for agent runs
- Time-travel debugging (rewind & replay)
- Comprehensive logging and error tracking
- Integration with multiple agent frameworks
- Token and cost monitoring for LLM usage
- LLM threat detection and security signals
- Custom tests, analytics, and role-based access
Common Use Cases
- Testing AI agents before production
- Debugging multi-agent interactions
- Monitoring LLM usage and costs
- Auditing agent behavior and security
- Optimizing AI development workflows
Similar AI Agents
Other tools in the Agent Testing / Monitoring space include:
- Humanloop
- Hamming AI
- Vocera
(Listed for discovery purposes only. No comparison or endorsement implied.)
FAQs about AgentOps
❓ What is AgentOps used for?
AgentOps is used to test, debug, and monitor AI agents by providing visibility into LLM calls, tools, and agent interactions.
❓ Does AgentOps support time-travel debugging?
Yes. AgentOps allows developers to rewind and replay agent runs to identify errors and unexpected behavior.
❓ Can AgentOps track LLM costs and token usage?
Yes. The platform includes token counting and cost tracking for LLM usage.
❓ Is AgentOps compatible with multiple agent frameworks?
Yes. AgentOps integrates with a range of agent frameworks and supports multi-agent workflows.
❓ Is AgentOps open source?
Yes. AgentOps is an open-source platform with optional paid plans.
❓ Is there a free plan available?
Yes. AgentOps offers a free tier, with paid plans starting from $40 per month.
Directory Notice
This listing is part of the AI Agent Directory on topaiagent.ai.
Listings are informational only. Reviews, comparisons, and benchmarks are published separately.
