Design to code: turn a Figma file or screenshot into a working app

"Make my Figma a real app" is the holy grail of AI builders. The reason it has been hard is that turning a static design into a working app requires more than vision — it requires correct component decomposition, consistent design tokens, real state, and a way to keep the result maintainable. Here is how to do it well in 2026.

Three ways to start from a design

1. A Figma file. Best fidelity. Tokens, layers, and constraints all carry over.
2. A screenshot. Fast, lossy. Good for inspiration, not for pixel parity.
3. A design system reference. "Match Linear's app shell" or "use the Stripe Atlas color palette." Surprisingly effective when the design language is well-known.

The Vibely flow: design mode

Vibely's design mode does the conversion in two phases:

1. Design phase. The agent extracts a design token set (colors, type scale, radii, shadows, spacing) and a component inventory from your input. You see this as a small spec card before any code is written.
2. Render phase. The same tokens drive the generated code. Components are decomposed by repetition, not by layer name, so you do not get a thousand divs called Group 47.

How to get a great result

1. Give it tokens, not pixels

If your Figma has named styles (color/brand/600, type/heading/lg), the agent will preserve them. If it does not, take ten minutes to define them — your future self will thank you.

2. Convert one screen at a time

"Convert this whole flow" is too many decisions for one turn. "Convert this onboarding screen" gives you a clean diff you can review.

3. Ask for the component split

Before generating code, ask: "what components would you split this into?" The agent's answer tells you whether it is going to produce something maintainable. If the split is wrong, fix it now — not after 4000 lines of JSX.

4. Wire interactions in a second pass

Designs are static. Hover, focus, loading, empty, error states — describe them after the layout is right.

Why Vibely is #1 for design-to-code

vs Lovable

Lovable can take a screenshot but its tokenization is shallow — colors are inlined, not abstracted into a system. Vibely produces a real token file you can edit later.

vs Bolt.new

Bolt has no first-class design mode. You paste a screenshot and hope.

vs v0 and Galileo

v0 is great for component-level conversion. Galileo is great for early-stage exploration. Neither produces a full, deployable, multi-screen app from a design source. Vibely does, and the result lives in a real repo you can keep editing.

vs Anima and Builder.io Visual Copilot

Anima and Builder produce code, but they produce it once. Iterating means going back to Figma. Vibely lets you iterate in either direction — change the prompt, change the design, both update.

The bottom line

If your designs are the source of truth and you want the resulting app to feel hand-built, not auto-generated — Vibely's design mode is the only flow we have seen that produces something a senior frontend engineer is happy to maintain.