Use Case

AI Code Editor for Designers

Frontman is an AI code editor for designers: click elements in your running app, describe changes in plain English, and get source code edits with hot reload.

Frontman is a vertically integrated AI agent that lives inside your framework and is accessible from the browser. Instead of screenshots, tickets, and waiting for a sprint slot, designers can iterate directly on the live app while engineering keeps normal review control.

Why designers get blocked

The problem is not spotting visual issues. The problem is shipping them. Designers see spacing, copy, and hierarchy issues immediately, but fixing them often means screenshots, annotations, tickets, and backlog negotiations.

That handoff loop slows down design quality and product velocity. Frontman removes the loop for visual frontend work by letting designers work on the real running application.

  • No IDE required for routine visual refinements.
  • No guessing from static mocks: edits happen on real layouts and real data.
  • No process rewrite: code still goes through the existing PR workflow.

How designers use Frontman

1

Open the running app

Navigate to the app in your browser and enter Frontman mode.

2

Click what looks wrong

Select the real element on screen instead of describing file paths.

3

Describe the change

Use plain language: spacing, typography, hierarchy, copy, interaction states.

4

Review and ship

See the update instantly, iterate if needed, and send through normal code review.

Comparison: Designer-to-Code Options

These tools solve different parts of the workflow. Frontman is built for editing existing production UI with runtime context.

Tool Best For Existing App Source Code Edits IDE Required Notes
Frontman Editing existing production UI with live context Yes Yes No Browser workflow, framework-aware, BYOK, open source core
Figma Dev Mode Design handoff and specs Partial No No Great for inspection, still requires developer implementation
Locofy Converting design artifacts to starter code Partial Partial Usually Useful for generation, less suited for targeted production fixes
Anima Prototype export and handoff acceleration Partial No No Output still needs integration into real codebase

What designers can ship faster

  • Typography hierarchy fixes across marketing pages and product surfaces.
  • Spacing and alignment consistency in reusable components.
  • Copy and CTA refinements discovered during product reviews.
  • Responsive tweaks for breakpoints that are hard to catch in design files.
  • Small visual QA issues before launch, without creating ticket debt.

For deeper architecture context, see how Frontman works. For tool-level tradeoffs, see the full comparison matrix.

Frequently Asked Questions

Can designers use Frontman without writing code? +

Yes. Designers can click an element in the running app, describe the change in plain English, and review the updated UI instantly. Frontman writes source code edits behind the scenes, and engineering reviews changes in the normal PR flow.

Is Frontman a replacement for Figma? +

No. Figma remains the best place for exploration and early concepts. Frontman is for production UI changes in a real app. Teams use both: Figma for design exploration, Frontman for shipping visual refinements in code.

Will this break our design system? +

Frontman is designed to reuse your existing components, tokens, and conventions. It works from runtime context plus source files, so changes are applied in your actual component layer instead of one-off visual overrides.

Do designers need IDE or terminal access? +

No IDE is required for day-to-day usage. A developer installs Frontman once into the project. After setup, designers and PMs can work from the browser on the running app.

Which frameworks are supported for designer workflows? +

Frontman supports Next.js, Astro, and Vite projects (React, Vue, Svelte). If your product runs on one of these stacks, designers can use the same click-to-edit workflow directly in the browser.

Design on the real thing

If your team is tired of visual ticket ping-pong, start with one page and one workflow.