See inside every AI agent decision
AgentTrace Monitor delivers full-stack observability for autonomous AI agents. Trace every step, catch failures before users do, and keep token costs under control.
Everything you need to monitor AI agents in production
From real-time tracing to cost governance, AgentTrace gives engineering teams complete visibility into agent behavior.
Watch every agent step unfold in a live flame graph. See which tools fired, what the LLM decided, and exactly where latency hides.
Replay any failed run with full context. Pinpoint infinite loops, hallucinated tool calls, and policy violations in seconds, not hours.
Set per-agent token budgets, get alerts on spend anomalies, and break down cost by model, tool, and team in a single dashboard.
Define guardrails that block unsafe actions before they execute. Audit every decision against your compliance rules automatically.
Trace agent-to-agent communication across your entire fleet. Understand handoffs, retries, and cascading failures across orchestrations.
ML-powered alerts catch regressions the moment they appear. Know when an agent starts looping, overspending, or drifting from expected behavior.
Replay any agent run with full context
When an agent fails, you need more than a stack trace. AgentTrace captures the complete execution context — every LLM call, tool invocation, and decision branch — so you can reproduce any issue in seconds.
- Step-by-step execution replay with full payloads
- Automatic detection of loops, overspend, and policy violations
- Compare successful vs. failed runs side-by-side
Never get surprised by a token bill again
Set per-agent budgets, track spend in real time, and receive instant alerts when costs deviate from expected patterns. Break down expenses by model, tool, team, or workflow.
- Real-time token spend dashboards per agent and team
- Configurable budget limits with automatic circuit breakers
- Historical cost trend analysis and forecasting
Engineering teams ship agents faster with AgentTrace
We cut our agent debugging time by 80%. What used to take an afternoon of log-diving now takes a single click in AgentTrace.
Sarah Chen
ML Engineering Lead, FinTech Startup
The cost governance alone paid for itself in the first month. We caught a runaway agent that would have burned through our entire quarterly token budget.
Marcus Rodriguez
SRE Manager, Enterprise AI Platform
Compliance was our biggest blocker to shipping agents to production. AgentTrace's policy guards gave our legal team the confidence to sign off.
Priya Patel
AI Product Manager, Healthcare AI
Ready to see inside your AI agents?
Join the early access program and start tracing your first agent in under five minutes. No credit card required.