logictrace is an open-source CLI tool that helps data engineers trace the lineage of dbt columns through medallion layers, providing LLM-generated explanations for each step. It supports SQL and integrates with dbt workflows.
logictrace is an AI & ML product. It focuses on understanding and explaining dbt column lineage using AI-generated explanations. It is built as an open-source project for data engineers. logictrace is open source under the MIT license. The product ships for the command line.
It is developed by chridgn, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — logictrace occupies a relatively distinct niche. Key capabilities include dbt integration, column lineage tracing, and LLM explanations.
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