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SubstackLong-form essays by an engineering executive examining how AI changes software building, from the hidden maintenance costs of vibe-coded tools to why faster coding does not mean faster shipping. Readers get analysis grounded in industry data and customer experience, plus perspectives on agent security, engineering leadership and turning data into usable information.