Rethinking Data Warehouse Modeling With AI Assistance

A faster, more reliable way to design complex models using an AI coding assistant and warehouse-integrated validation. Data modeling can be a slow and tedious process. Teams interpret raw schemas, chase down logic across any existing dashboards and SQL files, write and refine transformations, test, debug, and repeat. It works, but most of the time is not spent on modeling. It is spent on mechanics. Lately I have experimented with a workflow that keeps modeling …

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The Eureka Moment: When AI Pair Programming Actually Delivers

I recently wrote about how AI coding assistants are changing the build vs. buy equation, arguing that the traditional “buy first” approach is becoming outdated. But theory is one thing, practice is another. This week, I lived that theory. I completely rebuilt a production AI system with Claude Code in less than a week – and experienced what felt like the future of software development. This wasn’t just faster coding; it was a fundamentally different way …

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