Reproducible ML Pipelines and Recipe Hash Provenance
How 19-field row schemas, SHA-256 recipe hashes, and atomic directory exports enforce reproducible ML across multi-generation agent fine-tuning loops.

How 19-field row schemas, SHA-256 recipe hashes, and atomic directory exports enforce reproducible ML across multi-generation agent fine-tuning loops.