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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
January ’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! Welcome to 2022!🎇
Jeny De Figueiredo
Jeny De Figueiredo
January 18, 2022
9 minutes read
December ’21 Community Gems
A roundup of technical Q&A's from the DVC community. This month: comparing experiments, working with data, working with pipelines, and more.
Milecia McGregor
Milecia McGregor
December 21, 2021
6 minutes read
December ’21 Heartbeat
Monthly updates are here! You will find great tutorials and workflows from the Community, DVC, CML and Rasa project, Speech diarization use case, new docs, news from the team, update on the coming online course, and more! 😅
Jeny De Figueiredo
Jeny De Figueiredo
December 15, 2021
6 minutes read
Running Collaborative Experiments
Sharing experiments with teammates can help you build models more efficiently.
Milecia McGregor
Milecia McGregor
December 13, 2021
5 minutes read
Don’t Just Track Your ML Experiments, Version Them
ML experiment versioning brings together the benefits of traditional code versioning and modern day experiment tracking, super charging your ability to reproduce and iterate on your work.
Dave Berenbaum
Dave Berenbaum
December 7, 2021
6 minutes read
November ’21 Community Gems
A roundup of technical Q&A's from the DVC and CML community. This month: CML runners, working with data, DVC Studio, and more.
Milecia McGregor
Milecia McGregor
November 30, 2021
4 minutes read

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