Decision visibility
See the full decision tree for every agent action. Why did it choose tool A over tool B? What context influenced the choice?
Your agents are making decisions you can't see
AgentTrace makes the invisible visible. Understand every decision, every state change, every failure—in real time.
Start tracing your agentsWhy this matters
You've shipped LLM-powered agents to production. They work most of the time. But when they don't—when they make an unexpected choice, skip a step, or fail silently—you're left debugging blind.
Standard observability tools weren't built for this. They measure latency and errors, not reasoning. AgentTrace fills that gap.
What you get
LLM transparency
Every prompt, every response, every token. Understand how model behavior, temperature, and state affect reasoning.
Workflow tracing
Follow tool calls, state transitions, and memory changes across multi-step workflows. See where and why things break.
Anomaly detection
Automatic flagging of unusual decision patterns. Get alerted to problems before your users do.
Real-time querying
Search traces by agent, decision type, or anomaly. Drill into any execution path. Debug in seconds, not hours.
Built for agents
Not a generic APM. Purpose-built for the unique needs of multi-agent systems and LLM reasoning.
Quick start
AgentTrace works with LangChain, LlamaIndex, AutoGen, and custom frameworks. Deploy the collector, instrument your agents, and start tracing within minutes.
View integration guideScale as you grow
Simple, transparent pricing: pay for agents monitored and events traced per month.
- Starter: 5 agents, 1M events/month—free tier available
- Professional: 50 agents, 50M events/month; custom alerts; 90-day retention
- Enterprise: Unlimited; custom retention; dedicated support
Questions?
How much overhead does AgentTrace add?
We've designed for minimal latency. The collector is non-blocking; traces batch and send asynchronously. Benchmarks coming soon.
Can I integrate with my existing monitoring?
Yes. AgentTrace complements DataDog, New Relic, Prometheus, and others. We're also exploring native integrations with major observability platforms.
What about data privacy and compliance?
We're building with SOC 2 and HIPAA in mind. Premium tiers include configurable retention and encryption at rest. Enterprise customers can explore on-premise options.
Do you support my framework?
We're integrating with LangChain, LlamaIndex, and AutoGen out of the box. Custom frameworks? We provide a low-level SDK.
How do I get started?
Request early access below. We'll help you instrument your first agent and walk through a real trace.
Ready to see inside your agents?
Join our early access program. We're working with teams now to shape the future of agent observability.
Start tracing your agents