INSIGHTS/INSIGHTS

    Production notes for AI-built software.

    Articles on AI-assisted delivery, security practices, quality control, and what it takes to make software production-ready.

    DEVOPS & AI

    I Was a DevOps Engineer. Then AI Started Writing Working Software

    How experimenting with AI-generated code led me from infrastructure work to building InvoShift, and eventually to the idea behind ARAG.

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    QUALITY & SECURITY

    The App Worked. SonarQube Still Found More Than 800 Issues

    What happened when I scanned a working AI-built application, why a green dashboard can be misleading, and what I changed afterward.

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    DELIVERY

    A Working App Is Not a Production-Ready App

    Why a successful demonstration is only the beginning, and what must surround an application before I am willing to operate it for a client.

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