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Enterprise Java

JSpecify + Spring Boot 4: Finally Fixing Java’s Billion-Dollar Mistake
Tony Hoare introduced the null reference in 1965 and later called it his “billion-dollar mistake.” For Java developers, the pain has been…
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Core Java

Stop Blindly Trusting AI: Java Pitfalls I Discovered in 2026
By 2026, AI coding assistants have become as routine in a Java developer’s workflow as Stack Overflow once was. Stack Overflow’s…
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Enterprise Java

GraalVM Native Image: Why Reflection Still Breaks in 2026 and How to Fix It
GraalVM Native Image has solved the startup time problem. A Spring Boot application that previously took 3–5 seconds to start…
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Software Development

Designing Reliable AI Agent Systems
Over the past few years, artificial intelligence has evolved from a largely experimental research field into a fundamental part of…
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Software Development

Improving RAG Retrieval with Contextual Embeddings and Hybrid Search
Retrieval-Augmented Generation (RAG) has reshaped how modern AI systems are designed by allowing language models to access external knowledge at…
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Core Java

Structured Concurrency in JDK 27: How StructuredTaskScope Prevents Thread Leaks
Virtual threads solved the scalability problem — but not the correctness problem. You can now spin up a million threads…
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Software Development

Platform Setup: How Should You Structure Your Infrastructure Repository?
Most infrastructure problems that teams blame on tooling are actually repository problems. The structure of your infrastructure repo determines how…
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