Michael's Crumbs: Notes on AI & Software Architecture

A personal perspective on technology, engineering, and building things that last, from Michael Marquez.

AI August 12, 2026 · Michael Marquez

Prototypes Lie About How Hard the Real Thing Will Be

A demo that works once tells you almost nothing about a system that has to work every time.

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AI August 7, 2026 · Michael Marquez

The Boundary You Didn't Draw, AI Will Draw For You

Every layer you don't define explicitly becomes a layer an AI tool will happily collapse.

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AI August 6, 2026 · Michael Marquez

The Debugging Tax Nobody Budgets For

Writing code got faster. Understanding code didn't. That gap is where all the new debt hides.

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AI August 4, 2026 · Michael Marquez

The Missing Layer of AI

Intelligence alone isn't enough. As AI becomes responsible for more of our digital world, the missing layer is no longer capability, it's the ability to prove, verify, and trust every action.

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