Gator verdict: approved

This is a hard-won technical writeup with real numbers — 91% cost reduction, 14.8% speed gain — showing how the author wired TypeSafe AI and Swamp together into a two-stage alert triage pipeline, with honest economics and operational reasoning throughout.