Data versioning in 2026: revisit DVC, lakeFS and Dolt before you overwrite another production dataset

• Manoj Shukla
• November 8, 2026

Many data teams have lived this week. A nightly job writes a fresh feature table to a shared prefix such as s3://claims-prod/features/current/.