Governed knowledge ingestion engine with artifact lineage, confidence evolution, replayable stages, and append-only persistence. Transcript is just the input — output is traceable artifacts. Hybrid CV ...
A REST API for managing OpenStack virtual machine lifecycle operations, built with FastAPI as a proof-of-concept demonstrating API design, Python best practices, and software engineering principles.
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