Jason Lee, on JReleaser
A release to Maven Central used to cost more than the code being released. Jason Lee's JReleaser walkthrough shows what replaced that process: one Maven profile, one command.
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Don't Test What You Don't Control
Christian Rackerseder argues that the real axis for testing decisions isn't integration versus end-to-end, it's control: whether a team can make a dependency predictable enough for a given test and actually act when it fails.
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JetBrains Survey: Why AI Stops at the CI/CD Edge
JetBrains just published a survey on why AI adoption lags in CI/CD. Their read is that teams are being appropriately cautious; the harder read is that pipelines have no feedback loop for evaluating AI and no outer validator for catching it when it errs. The survey's own numbers quietly confirm this: among teams using AI in CI/CD at all, most aren't delegating. The real split isn't AI versus no-AI. It's passive versus active.
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