A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

Multi-Version Concurrency Control (MVCC) is a widely employed concurrency control mechanism, as it allows for execution modes where readers never block writers. However, most systems implement only ...

DVC serves as the easy-to-use Git extension for data version control, designed specifically for data scientists working on single projects with smaller datasets. As a lightweight tool, DVC enables ...

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 ...

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 ...

What if the very tool you rely on every day—Git—was holding you back? For all its ubiquity, Git isn’t without flaws: rigid branching structures, frustrating rebases, and the occasional merge conflict ...

You could say that the opposite of version control—from the perspective of internal software development—is chaos. If development teams don’t manage various ...

Successful collaboration in legal document management requires a unified effort from multiple stakeholders, ranging from lawyers and paralegals to subject matter experts and business leaders. By ...

Version control is a fundamental tool in modern software development, enabling teams and individuals to track, manage, and collaborate on projects with confidence. Whether you're working on a simple ...

Git isn't the only open source version control system around. Here's what you need to know about three of its biggest competitors. Git started life as version control software developed to manage the ...