open-agent-traces is an open-source CLI tool for generating synthetic multi-agent workflow traces enriched with LLM-generated content and semantic validation. It is compatible with PM4Py and supports process mining research and anomaly detection.
open-agent-traces sits in PulseGate's LLM eval & observability category. It focuses on generating realistic, semantically rich multi-agent workflow traces for process mining and AI evaluation. open-agent-traces is an open-source project aimed at process mining researchers. The project is open source (MIT). It runs on the web and the command line.
juliensimon builds and maintains open-agent-traces, and the product first shipped in 2026. The project is developed in the open on GitHub with 16 stars and 50 commits in the last 90 days. Across PulseGate's embedding index, open-agent-traces has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are workflow trace generation, LLM enrichment, and semantic validation.
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