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What this is.Experience + Opinion + Fact (50% experience · 35% opinion · 15% fact)Written in collaboration with AI — I discuss, I do not outsource. Chapter 1. Hired to Hold the Quality Gate 🏭 A For
What this is. Opinion + Experience + Fact (45% opinion · 30% experience · 20% fact · 5% fiction) Written in collaboration with AI — I discuss, I do not outsource. Chapter 1. Ideas Came Easy. Writing
Every. Single. Time. I'm deep in building an embedded framework — strict architecture, multiple layers, the kind of project where one wrong abstraction costs three weeks. My coding partner is an A
Ask an AI agent to build a React dashboard. You'll get something that runs. Ask it to write firmware for a sensor driver on FreeRTOS. You'll get something that compiles. Maybe. And crashes at 3am unde
Pain + Solution
Five years ago, after the third field failure of the same kind in two years, I sat down and sketched the architecture that would have prevented all of them. Not a fix. An architecture. A way to struct
