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Lessons learned.

Decisions revisited, assumptions challenged, and judgment earned by doing the work.

Oldest first. Follow how the thinking developed.

Nobody Tells a Solo Operator They're Wrong

A solo operator loses the one thing that keeps judgment sharp: someone across the desk to say you're wrong. Here's how I rebuild that adversarial loop with AI — first a sparring partner you argue with, then a weekly coach that remembers what you committed to and holds you to it.

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Rebuilding the feedback loop

Working alone means losing the person across the desk who tells you you’re wrong. A sparring partner and a weekly accountability routine help rebuild that loop.

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Two things my first look was getting wrong

Condition now comes from the sale record and the photos instead of a data field that called every house heavy. Every saved analysis carries the flood zone, and a failed lookup says so.

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