AI Agent Observability
Done Right
Trace, debug, and monitor your AI agents in production. Get complete visibility into every step of your agent's reasoning chain with real-time insights.
Everything you need to debug AI
Built-in observability for every framework. No vendor lock-in.
Real-time Tracing
Watch your agents think in real-time with complete execution visibility
Cost Analytics
Track token usage and API costs across all your agents
Performance Monitoring
Identify bottlenecks and optimize agent execution time
Error Detection
Automatically categorize and alert on agent failures
Multi-Framework
Works with LangChain, CrewAI, AutoGPT, or custom agents
Self-Hosted
Deploy on your infrastructure. Your data stays yours
Developer First
Simple SDK with Python and TypeScript support
Production Ready
Built for scale with enterprise-grade reliability
Get started in minutes
Add tracing to your AI agents with just a few lines of code
Quick Setup
Three simple steps to complete observability
1Install the SDK
pip install agenttrace-sdk2Configure API Endpoint
# Set your AgentTrace API endpoint
export AGENTTRACE_API_URL="http://localhost:8000"
export AGENTTRACE_PROJECT="my-agent"3Instrument Your Code
from agenttrace import AgentTrace
client = AgentTrace()
with client.trace("agent-execution") as trace:
trace.step("processing", metadata={"input": query})
# Your agent logic here
trace.step("complete", metadata={"output": result})How We Compare
Open-source, self-hostable alternative to existing solutions
| Feature | AgentTrace | LangSmith | Helicone | Arize AI |
|---|---|---|---|---|
| Agent-Focused | - | |||
| Multi-Step Reasoning | - | |||
| Cost Analytics | ||||
| Self-Hosting Option | - | - | - | |
| Simple Setup | - | - | ||
| Open Source | - | - | - | |
| Starting Price | Free | $39/mo | Free | $500+/mo |
Ready to get started?
Open-source observability platform for AI agents. Get started in minutes.