Mistakes we made shipping the first version

LeadScrapper Pro's first audit engine ran every check sequentially before we noticed the latency budget mattered more than check coverage, that's the direct root of the performance work now documented in Labs.

Itiner's first draft-regeneration flow didn't diff against existing edits at all; it just regenerated the whole plan. The first real agency user to hit that lost an afternoon of edits, told us directly, and that conversation is the reason edit persistence exists today.