Agent Process Mining Cookbook

A practical guide for applying process mining techniques to LLM agent traces using Langfuse data.

Contents

• langfuse_process_mining_cookbook.ipynb - Jupyter notebook with step-by-step process mining analysis
• agent_process_mining_blog.md - Draft blog article about agent process mining
• examples/ - Sample data for testing and experimentation
  • sample_traces.csv - CSV export of Langfuse traces
  • example_trace.json - Single trace example
  • trace-e1aabd70-2a36-4231-9495-806996f9aa54.json - Detailed trace data
• process_flow.png - Process flow visualization
• process_mining_insights.csv - Exported analysis results

Getting Started

1. Open the notebook in Jupyter
2. Run through the examples using the sample data
3. Adapt the techniques for your own Langfuse traces

Requirements

See the notebook for required Python packages.