Java's Machine Learning Ecosystem in 2025: Powerful, Mature & Ready for the Future

This week's Java roundup for November 24th, 2025, features news highlighting: point releases of Spring Cloud, Quarkus, Hibernate ORM, JobRunr, LangChain4j and Java Operator SDK; first release candidates of Hibernate Reactive and Gradle; and a maintenance release of Keycloak.

Medical software maker also had a vastly unhealthy approach to security

Forgot one setting, for one subdomain, and caused an hour of severe errors

Modern ERP can't be a dusty relic - CIOs need modular, AI-powered systems that flex with the business instead of slowing it down.

The key reason: most enterprises rely on pretty much the same disaster recovery plan they've used for years - even though their environment has changed dramatically, thanks to SaaS, cloud, and AI.

With a profitable PC business that has 25 percent of global shipments (thanks in large part to its acquisition of IBM's PC business two decades ago) plus a respectable smartphone business (by virtue of its Motorola acquisition), the client device business at Lenovo is finally back to where it was during the peak of the coronavirus pandemic and is consistently delivering what are decent profits for this cut-throat part of the IT sector.

'TIS THE SEASON for reflection. There is something about the end of a year that gives us pause to look back and assess our successes and challenges.

For years, the idea of turning inbound customer service agents into salespeople has been met with resistance, hesitation, and in many cases, failure.

When I first landed in Las Vegas for re:Invent and saw the keynote previews, it looked like AWS was putting all its chips on one square: Agentic AI. Every sign, every teaser, every whisper pointed in the same direction.

Adaptive edge intelligence transforms edge nodes into mini real-time decision hubs, reducing reliance on centralized cloud decision pipelines and enabling responsive, autonomous behavior.

For years, Windows users frustrated with constant changes, aggressive updates, and growing system bloat have flirted with switching to Linux.

Vibe coding stands out for its potential to enhance developer productivity and foster creativity. It is a powerful ally that amplifies a developer's capabilities rather than replacing them. Organisations should leverage it to boost their programming efficiency.

Learn how to extend server lifespan with actionable strategies that reduce costs, enhance sustainability, and improve operational efficiency.

AI sees demand soar 300% as energy suppliers struggle to keep up

Is your business ready for PCI DSS 4.0? Discover new requirements, timelines, and a practical guide to staying compliant and protecting payment data.

Data centers are the foundation of our digital world, powering everything from cloud computing to AI. But this immense capability comes at a cost - substantial energy consumption, much of it tied to cooling systems. As demand for computing grows, so too does the urgency to find more efficient, sustainable solutions.

Data centers now operate like utilities, but safety and design gaps remain. Learn how to address these challenges and ensure uptime and reliability.