O'Reilly Media author and VP of Developer Experience for lakeFS, helping teams create cost-effective data systems and ML pipelines. Data is the backbone of every business organization today, and its ...

Effective Version Control is a cornerstone of successful software development. It allows you to precisely define and reproduce software versions, which is crucial for debugging, collaboration, and ...

MLOps, short for machine learning operations, is the equivalent of DevOps for machine learning models: Taking them from development to production, and managing their lifecycle in terms of improvements ...

Version control woes are still a real issue. Of course, control system integrators try to manage all the content associated with your projects, but sooner or later things can get out of hand and they ...

We take a deep dive into the benefits of version control and version control systems. Learn more about versioning. Version control, also known as source control, is the practice of tracking and ...

Visualization showing changes made in automation system code. Source: Auvesy Often considered more relevant to IT than operations, version control is just as critical for automation because these ...