Grading llms.txt without lying: a hosted auditor that won't pass an HTML shell
A debrief on rebuilding the 1000-site llms.txt survey as a hosted Python endpoint, a hand-correctable SQLite ledger, and an HTML report that grades a domain honestly.
Evidence-based AI market signals, coding demand, and practical growth cases for builders.