Data Versioning for AI: The Dataset-Model Coupling Problem Teams Discover Too Late
Why 'the model regressed' usually means 'the upstream data changed' — and the lineage graph patterns that let you trace production degradations to their data cause before wasting a week re-tuning prompts.
mlops
data-engineering
ai-infrastructure
data-versioning
