Technical Writings · AI-native frontend

Interfaces that think with the user.

A practical series for engineers exploring generative user interfaces: how model-directed composition works, how to build the development environment, and how to keep generated experiences trustworthy.

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Selected articles

Practical notes, experiments and architecture.

f(x)=sin(x) x y
Concepts · 8 min

What Is a Generative User Interface?

From static screens to model-directed composition: a practical explanation of architecture, benefits, limits and the design vocabulary behind Generative UI.

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Tutorial · 12 min

Setting Up a Developer Environment for Generative UI

Build a reproducible TypeScript workspace with clear component boundaries, APIs, testing and secure configuration.

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Architecture · Original

Trustworthy Generative UI: The Interface Is a Policy Boundary

Why generated interfaces should remain constrained by validation, explicit actions, accessibility and meaningful user control.

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Tutorial · New

Build Your First Generative UI Environment

A minimal setup using Vite, React, TypeScript and Zod, including the folder structure and the first runtime validation boundary.

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f : J → U JSON intent → UI card table alert text COMPONENT REGISTRY <Card /> <Table /> <Alert /> validated ZOD
Tutorial · New

Build a Generative UI Component Registry with React, TypeScript and Zod

Create Text, Card, Alert, Table and Button components, validate UI intent with a Zod discriminated union, and dynamically map trusted JSON to React components.

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