Governed knowledge ingestion engine with artifact lineage, confidence evolution, replayable stages, and append-only persistence. Transcript is just the input — output is traceable artifacts.
telemetry systems-engineering append-only pipeline-architecture confidence-scoring knowledge-ingestion deterministic-processing artifact-lineage replayable-pipeline
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Updated
Feb 20, 2026 - Python