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Technical Debt

The Bottleneck Was Never the Model: The Month the Discipline Argument Got Its Numbers

The Bottleneck Was Never the Model: The Month the Discipline Argument Got Its Numbers

Welcome to Edition 7 of The CAIO. I have argued for years that the model is the small part and the discipline around it is the work. It is a claim that is easy to nod along to and easy to dismiss as a consultant’s line. In July it stopped being a line. A research group tested it on 5,000 codebases and put a number on it. A systems engineer took apart a viral “37,000 lines a day” boast and showed what that volume actually costs. Both posts reached far beyond my usual audience, one of them among the highest reach I have had all year. The audience is not tired of the argument. It wants the evidence.
Why Moving Fast With AI Often Means Moving Backward

Why Moving Fast With AI Often Means Moving Backward

Welcome to the first edition of The Cybernetic CxO. A monthly newsletter for CTOs, CIOs, and digital transformation leaders navigating the AI era. Each month, I’ll share patterns I’m seeing in the field: what’s working, what’s breaking, and what it means for how we build and run technology organizations. Expect honest takes, practical frameworks, and one thing you can do this week.
High-Quality Work in Software Engineering and Building Great Developer Experience

High-Quality Work in Software Engineering and Building Great Developer Experience

What defines high-quality work in software engineering? Is it Scrum? Clean Code? TDD? Functional programming? In this Expert Talks session, my colleague Milan and I present two complementary perspectives. Milan covers the pillars of high-quality engineering work, from team building and customer centricity to clean code and engineering culture. I then show how DevOps and continuous delivery help build great products by moving from a project mindset to a product mindset.