Field Notes
Practical thoughts on GIS, systems, AI, data, and building useful tools.
Spatial Systems
New Note
Clean data matters, but usability is usually where systems fail.
AI-Assisted Development
AI is strongest when it helps build, debug, structure, and move work forward.
Coordinates check out.
Those HUD numbers resolve to a real place on the map.