Web applications
Browser applications with explicit state, stable contracts and workflows designed around user tasks.
Capability archive · web
The historical service covered more than visual implementation: information architecture, responsive interfaces, backend integration, performance, accessibility and a repeatable path into production.
At a glance
The same concerns remain relevant when an AI system needs a reliable human-facing interface.
Browser applications with explicit state, stable contracts and workflows designed around user tasks.
Layouts and interactions tested across viewport sizes, keyboard navigation and assistive semantics.
Small payloads, predictable caching, observability and deployment checks instead of performance work after launch.
Describe the process, systems, constraints and success criteria. We will assess what is realistic and which evidence is needed.