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Notes

Thinking out loud, as I build.

Short notes on building, operating, and learning — written from where I actually am: a mortgage operator with no formal coding background, figuring out how to build with AI one project at a time. Not advice. Just what I’m running into, and what I’m taking from it.

July 11, 2026
AI

The Confabulation Problem

There’s a word for confidently stating something false with no intent to deceive. Turns out it applies to more than just people.

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July 3, 2026
Operations

Just How Far Behind Are We?

I could always feel when my team was underwater. Building a capacity model — through more versions than I'd like to admit — taught me the difference between feeling it and being able to prove it.

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June 20, 2026
Building

Beating a Broken Clock

My morning dashboard quietly stopped showing up on time — while reporting that everything was fine. Fixing it changed how I think about anything that depends on something I don’t control.

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