Field notes, history, and playbooks — from the 1958 perceptron to the systems we ship in production today.
Eight real contractor, remodeler, roofer and builder sites read on October 31, 2026: how a client starts, what prices they show, the proof, and what is missing.
Sorted by date — newest first
Fifteen minutes, no email required. It maps where your work actually goes and ranks what is worth automating first.
Start the 15-minute self-checkStarts immediately in the browser.
You keep the ranked list of candidates either way.
Cookies
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.
