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Core Java

Structured Concurrency and the Death of CompletableFuture Hell
What Java 21–26’s concurrency model actually changes at the architecture level. Not a feature tour — a genuine examination of…
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Software Development

WebAssembly in 2026: Three Years of “Almost Ready”
The Component Model shipped. WASI Preview 2 is stable. Wasmtime hit 30+. Browser WASM is genuinely mature. And yet server-side…
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Core Java

Kotlin 2.x vs Java 21+The Language Choice for New JVM Projects
The K2 compiler shipped. Multiplatform went stable. Java landed records, pattern matching, and virtual threads. The gap genuinely narrowed —…
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Python

Understanding Python’s Pass-by-Object-Reference Mechanism
Understanding how Python handles variables and function arguments is essential for writing predictable and bug-free code. Many developers coming from…
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Enterprise Java

Spring AI Guide to MCP Elicitations
As AI systems become more interactive, handling incomplete or ambiguous user input becomes critical for building reliable applications. MCP elicitations…
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Enterprise Java

Spring Boot 4 vs. 3: What Actually Changed
The migration guides list dozens of changes. Most articles rehash the changelog. This piece focuses on the three changes that…
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Enterprise Java

Hibernate 6 vs. Spring Data JDBC vs. jOOQ. Picking Your Persistence Strategy for the Virtual-Thread Era
JDBC is still blocking. Hibernate 6 added reactive support through Vert.x. jOOQ is reviewing its ThreadLocal usage for Loom compatibility.…
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