flow.js
An adaptive interface runtime that learns how users work.
A Hack the North MVP that generates dashboards from application capabilities, observes how they are used, and proposes safe, evidence-backed interface improvements. Changes are validated, animated, versioned, and undoable.
Highlights
- AI-generated dashboards from typed capabilities and UI primitives
- Sentry traces and semantic interaction telemetry distinguish UI friction from backend latency
- Validated mutations protect required controls and reject unsafe proposals
- Immutable UI versions with history, undo, and personal layouts
- Next.js demo with recorded AI responses for reliable presentations
Technology
Next.js, TypeScript, OpenAI, Sentry, SQLite, Tiger Data