See what your agents see. Understand what they do.
Trace, debug, and monitor every agent's decision. Built for developers to ship with confidence
Why Developers Need Observability
LLM agents may not meet expectations. Visibility is your defense against failures and debugging. AIGNE Observability provides insights into every decision and tool run.
Visualize Every Agent Step
Follow your agent's real-time execution path. See every tool call, decision, and API request in an interactive graph
Pinpoint Costs & Bottlenecks
Monitor token consumption and latency per run. Identify expensive steps and performance issues before they reach production
Automatic Instrumentation
No extra code required. Import the library and traces are captured automatically
Find the Root Cause
Go from a failed run to the exact error in one click. View the specific logs, inputs, and context needed to debug
Collaborate on Traces
Share a direct link to any execution trace. Work with your team to find and fix bugs faster
How It Works: Zero-Config Tracing
Observability is enabled by default in the AIGNE Framework.
Run Your Agent
Simply run your agent as you normally would using the CLI. Traces are automatically collected in the background. Bash
Run Your Agent
1aigne runLaunch the Dashboard
When you're ready to review a trace, start the local observability server. Bash
Launcher the Dashboard
1aigne observeDebug Visually
Your browser will open a local dashboard where you can see a complete, step-by-step visual trace of your agent's execution
Build Transparent, Trustworthy AI Faster
Tools and workflows for secure, auditable, and scalable AI development
Trust Your Outcomes
Validate agent logic with objective data
Debug in Seconds
Instantly trace issues through the visual graph and detailed logs
Iterate with Speed
Catch logic flaws or performance issues
Deploy with Confidence
Monitor your agents in production with the exact same tools you use in development
Ready to See What Your AI Is Thinking?
Explore the AIGNE Observability on GitHub and start building more reliable, transparent AI agents today.