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JVJohn Vesterinjohnjvester.hashnode.dev

Beyond Code: How to Use AI to Modernize Software Architecture

Sep 9, 2025 · 9 min read · Enterprise teams today ship more code, more frequently, than ever before — fueled in part by AI-driven coding tools like GitHub Copilot and Amazon Q. But there’s a problem. While AI helps enterprise teams ship more, faster, the legacy systems they’ve...

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JVJohn Vesterinjohnjvester.hashnode.dev

5 Signs You’ve Built a Secretly Bad Architecture (And How to Fix It)

Dec 18, 2024 · 10 min read · In the hustle to deliver value, development teams can unknowingly create software architectures that hinder their long-term progress. Initially, everything seems fine—features are shipping, continuous integration (CI) jobs are passing, and the produc...

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