Studio + GL JS
Design once in Studio, ship everywhere with Mapbox GL JS — styles, expressions, and 3D buildings transfer cleanly into production apps.
Why Mapbox
Style control at GL speed
Mapbox is often the default when stakeholders already know Studio, or when a client needs tight control over look, navigation, and mobile SDKs alongside the web.
Navigation & search
Directions, Matrix, Isochrone, and Search sit beside the map SDK — useful when the map is a workflow, not just a basemap.
Agent skills
Official mapbox-agent-skills teach assistants token security and geospatial API choice — graded in the Map Agent Arena.
Contrast with MapLibre
I also build on MapLibre/MapTiler. This lab keeps Mapbox-specific patterns honest — and documents when I'd pick which.
Built with Mapbox
Playground projects
Drive-time demo on this site; agent graders and the Royal Rumble live in the Map Agent Arena.
Platform labs
Same pattern, more stacks
Mapping and cloud playgrounds — each hub explains why I use the platform and links demos as they ship.