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March 31, 2026 | Live

Data Version Control Blog

Insights and updates from the DVC team. Explore best practices in data versioning, machine learning workflows, and model management. Stay informed with our latest news, tutorials, and community highlights.

Bast AI Use Case: Using DVC as a Data Registry for Explainable, Offline-Ready AI

How Bast AI uses DVC as a data registry for unstructured AI pipelines—versioning PDFs, page images, ontologies, and retrieval context to build an explainable, offline-ready medical assistant with full provenance and auditability.
Jeny De Figueiredo
Jeny De Figueiredo
February 11, 2026
7 minutes read
Automate model deployment to Amazon SageMaker with the DVC Model Registry
DVC provides a Git-based mechanism to automate model deployment from an intuitive web UI.
Tapa Dipti Sitaula
Tapa Dipti Sitaula
August 30, 2023
8 minutes read
The DVC 3.0 Stack: Beyond the Command Line
DVC 3.0 introduces a stack of tools outside the command line to bring it closer to where you work (in code, IDE, web) while also focusing on DVC fundamentals.
Dave Berenbaum
Dave Berenbaum
June 14, 2023
4 minutes read
Testing external contributions using GitHub Actions secrets
Learn how to test open source contributors' pull requests using GitHub Actions secrets, securely.
Helio Machado
Helio Machado
April 20, 2023
4 minutes read
Managing OpenFOAM Physical Simulations with DVC
In the first part of the series we learn how to use DVC for OpenFOAM simulation experiments and data management.
Mikhail Rozhkov
Mikhail Rozhkov
April 17, 2023
17 minutes read
Automate Your ML Pipeline: Combining Airflow, DVC, and CML for a Seamless Batch Scoring Experience
This tutorial shows you how to supercharge your batch scoring workflow by harnessing the power of Aiflow, DVC and CML.
Mikhail Rozhkov
Mikhail Rozhkov
March 22, 2023
14 minutes read
Organize Your Storage with DVC Cloud Versioning
DVC cloud versioning makes it easy to take full advantage of your cloud provider’s built-in versioning capabilities.
Dave Berenbaum
Dave Berenbaum
February 22, 2023
6 minutes read

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