

As organizations move AI agents into production, they encounter an unexpected bottleneck: token overhead and tool discovery latency. Standard Model …


Developer tools are undergoing a major transformation with the integration of AI coding agents. Eclipse Theia AI provides an open, vendor-neutral …

A gamified 120-minute hands-on workshop where participants step into the shoes of a production support engineering team during a high-stakes Black …


AI applications are evolving beyond simple text chats to interact with real tools, APIs, and external systems. This hands-on workshop teaches Java …
Spring AI makes it straightforward to connect an LLM to a Java application. But building a truly useful AI system requires moving beyond simple …
When a Java application fails in production, finding the root cause is only half the battle. The harder question is: where in the code should we fix …
Pattern matching in Java has evolved rapidly from instanceof patterns to record patterns and switch expressions. With recent Java releases, support …
For years, developers associated Java primarily with heavyweight enterprise applications and multi-module builds. Today, modern Java is remarkably …
AI coding agents can inspect a repository, edit multiple files, run builds, diagnose failures, and revise their own changes. Yet the language model at …
Java developers frequently model data using standard objects, even when that data has no meaningful identity. Project Valhalla bridges the historical …
AI agents fail in production in ways traditional services don’t: non-deterministic outputs, cascading tool failures, context window exhaustion, …
Every Java shop that adds an LLM feature seems to inherit a second runtime along with it — a Python sidecar running vLLM or TGI, its own deploy …
As AI systems increasingly participate in core business workflows, a fundamental question emerges: how should humans and intelligent systems …
AI Agents built on the JVM look like microservices from the outside, but behave unlike anything you have operated before. Long-running LLM streams pin …
What happens when a non-developer uses AI to build a mission-critical financial verification engine, reverse-engineers transaction formats across 22 …