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ARTICLE21

Moving fast in dev, paying for it in prod, what we learned

DEV.to AIΒ·April 13, 2026

This article explores why AI-built applications, optimized for rapid iteration, fail to scale in production. The root cause lies in architectural gaps, such as a lack of infrastructure ownership, deployment history, and staging environments, leading to performance and compliance issues.

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