AI Integration
Two Kinds of AI, One Feature: Building a PDF Import Around What the User Actually Wanted
26 July 2026
A host told me he would upload the setlist PDF he already sends out, as long as he did not have to change it. That one sentence set the design. Here is how I put two kinds of AI behind his existing habit, and other ways to use the same pattern.
