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 ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Soroosh Khodami discusses why we aren't ready ...

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 ...

Similarly, version control is becoming standard in DevOps, with developers checking their changes into a common repository so that one source of truth is maintained. The same approach can be used in ...

Development projects require a team of developers all working on the same code at the same time. With this level of collaboration comes the risk of something going ...

Java’s Serializable interface provides an easy-to-use programming interface for converting between a runtime object and a byte stream. Serialization involves mapping a runtime object or an object ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Multiversion concurrency control (MVCC) is a database optimization technique. MVCC creates ...

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 ...

We discuss the differences between versioning and version control in a software development environment. Learn more. In software management, you will often hear about the concepts of versioning and ...