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 ...

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 ...

As “software eats the world,” to use Marc Andreessen’s phrase, versioning becomes critical to business success because corporate value is often contained in the software assets created by the company.

The DevOps landscape is changing very quickly. As companies in various industries pursue relentless attempts to boost operational performance, strengthen security posture and scale, there are two ...

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 ...

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 ...