Java
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G1’s Own Throughput Fix: JEP 522 and the Quiet Death of “G1 Trades Throughput for Latency”
For a decade and a half, “G1 gives up some throughput for lower pause times” has been treated as a…
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Null Safety and the Billion-Dollar Mistake
Tony Hoare spent one sentence apologizing for the null reference and the software industry has spent six decades cleaning up…
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LLM-as-a-Judge with Spring AI Recursive Advisors
Large Language Models (LLMs) are increasingly used not only to generate content, but also to evaluate the output produced by…
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Introduction to Apache Causeway
Building an enterprise application often involves implementing the same infrastructure repeatedly: domain objects, user interfaces, validation, persistence, navigation, and business…
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LLM Integration: Apache Camel & OpenAI Component
Large Language Models (LLMs) are increasingly becoming part of enterprise applications. However, integrating an LLM into an existing application is…
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Java as MCP Infrastructure: What Happens When Every Enterprise JVM Becomes an Agent Host
Spring AI, LangChain4j, Quarkus, and Helidon all now speak the Model Context Protocol. That is a bigger shift than another…
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Testcontainers + Spring Boot 4: The Integration Test Setup Teams Actually Use
Not a getting-started guide. The opinionated patterns teams converge on once the novelty wears off and the suite has to…
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Spring AI with Local LLMs Using LM Studio
Large Language Models (LLMs) are commonly accessed through cloud APIs provided by services such as OpenAI, Anthropic, or Google Gemini.…
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How to Deploy a Java Side Project on a Budget
Image attributed to Pexels.com Having a Java side project operate locally is important, but deploying it is another step. Live…
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