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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
Preventing Stale Models in Production
We're going to look at how you can prevent stale models from remaining in production when the data starts to differ from the training data.
Milecia McGregor
Milecia McGregor
March 31, 2022
7 minutes read
March ’22 Community Gems
A roundup of technical Q&A's from the DVC and CML community. This month: CML updates, working with multiple datasets, using DVC stages, and more.
Milecia McGregor
Milecia McGregor
March 30, 2022
3 minutes read
March ’22 Heartbeat
Monthly updates are here! You will find a special note in regards to the war in Ukraine, the usual great tutorials and workflows from the Community, online course updates, MLOps maturity models, new docs and more! Welcome to Spring!
Jeny De Figueiredo
Jeny De Figueiredo
March 17, 2022
10 minutes read
February ’22 Community Gems
A roundup of technical Q&A's from the DVC and CML community. This month: comparing experiments, working with data, working with pipelines, and more.
Milecia McGregor
Milecia McGregor
February 28, 2022
3 minutes read
February ’22 Heartbeat
Monthly updates are here! You will find great tutorials and workflows from the Community, Online course is now open, decision making strategies for MLOps tools, and more! Happy February!
Jeny De Figueiredo
Jeny De Figueiredo
February 17, 2022
9 minutes read
January ’22 Community Gems
A roundup of technical Q&A's from the DVC and CML communities. This month: DVC for non-ML projects, getting started with CML, and more.
Milecia McGregor
Milecia McGregor
January 31, 2022
5 minutes read

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