LLMTracer
StaleDescription
LLMTracer is a tracing tool for agent and LLM applications, helping developers capture call paths, tool execution, and state transitions for debugging and incident analysis.
Key Features
- Tracing tool for Agent and LLM applications
- Records complete call paths and tool execution
- Real-time monitoring and recording of state transitions
- Supports workflow debugging and production incident analysis
- Lightweight local deployment
Use Cases
💡 Debugging call chain issues in multi-step agent workflows
💡 Monitoring performance bottlenecks and latency in LLM applications
💡 Root cause analysis of abnormal agent behavior in production
Categories
Quick Start
pip install llmtracer, initialize the Tracer in your code and decorate agent functions to start tracing.