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Java applications have traditionally relied heavily on runtime class loading, linking, interpretation, profiling, and Just-in-Time (JIT) compilation. These mechanisms provide excel...
A forensic diagnostic of where startup time actually goes — BeanFactory, condition evaluation, component scan, proxy generation — which knobs actually move the needle, and when AOT...
Learn how to use Ahead-of-Time (AOT) cache to reuse a build's output, so your app can start faster in the subsequent excecutions. The post A Guide to Ahead-of-Time Cache in the Ja...
Overview Most execution tooling still makes operators do too much reconstruction work. You get: command output step logs maybe a receipt maybe a CI summary But the hardest g...
AI-assisted coding looks fastest when we stop the clock too early. A model can scaffold a crate, implement a trait, generate tests, and reach a green cargo check before a human en...
Java 26 just extended AOT caching to ZGC. Before you reach for GraalVM Native Image again, it’s worth asking what that actually changes. For years, “Java starts too slowly for serv...
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