Frontend & UI/UX

AI assists across the full frontend and UI/UX workflow — from writing interface copy and breaking down UI into components to checking accessibility and maintaining design system consistency. This section covers practical workflows for each, including where AI judgement is reliable and where human review is essential.

In This Section

UX Writing

Using AI to draft and refine interface copy — button labels, error messages, onboarding flows, and microcopy that fits your voice.

Component Breakdown

Breaking a design or mockup into React/Vue components with AI — naming, structure, prop interfaces, and when AI decomposition needs adjusting.

Accessibility

Using AI to identify and fix accessibility issues — ARIA attributes, keyboard navigation, colour contrast, and WCAG compliance checks.

Responsive Layouts

Generating and adjusting responsive CSS layouts with AI — breakpoints, grid systems, and mobile-first patterns.

Design System Consistency

Using AI to maintain design system consistency — checking token usage, identifying deviations from standards, and generating conformant components.