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Data Versioning, MLOps

May 13, 2026

Code, Data, Environment: Closing the ML Reproducibility Loop with Git, MLflow, and Quilt

The reproducibility problem nobody fully solves alone

If you've ever tried to rerun an ML experiment from six months ago and ended up looking at four nested folders named v1_final, v1_final_REAL,