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Two Exeris Kernel seams I retrofitted — body codec and identity provider — and why both gaps were invisible until I read the consumer's code, not the contract.
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Direct ByteBuffer gives you zero-copy.
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RETRACTED FINDING (2026-08-27): this article's central claim — that two saga stacks dropped compensations under configured failure injection — was a defect in my own benchmark harness, not a property of the frameworks under test.
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STS gives you structured concurrency within a scope.
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In a zero-allocation runtime, SSLEngine becomes a structural mismatch.
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Why StructuredTaskScope fit my subsystem startup orchestration better than futures or thread pools — and why I still kept part of bootstrap strictly sequential.
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A pragmatic look at how Data-Oriented Programming and modern JDK primitives can reduce the abstraction tax of traditional GoF patterns in closed-domain systems.
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In a zero-copy runtime designed for 1-VT-per-Stream density, ThreadLocal is a performance serial killer.
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Arkstack.dev is an engineering blog focused on JVM Performance Tuning, Low-Latency Java Architecture, Off-heap Memory Management, and Legacy System Modernization.