Adam Cabrera is a GIS professional with 35 years in the field, currently the Geo Engineering Manager at the King County GIS Center. Outside of work, he builds and open-sources GIS tools through MapSimple, most recently GeoProof and ProofSimple, a trust layer for AI-answered GIS queries, alongside QuerySimple, HelperSimple, FeedSimple, and FuseSimple. He recently defined Vector Coding, a disciplined approach to AI-assisted development where the human sets the architectural direction rather than deferring to the model. He writes about AI, architecture, and GIS craft at mapsimple.org.