Figma to Production Code with 85% Fidelity
Convert any Figma design to production-ready React, Vue 3, or Flutter code. TypeScript, Tailwind CSS, semantic HTML, and accessibility attributes generated automatically — no plugin required.
One Design. Any Framework.
The same IR compilation pipeline powers all three targets — consistent 85% fidelity regardless of the output framework.
React
Functional components, hooks, TypeScript interfaces, Tailwind CSS utility classes, semantic HTML, and ARIA attributes.
Vue 3
Single-file components with Composition API, TypeScript, Tailwind CSS, and full reactivity wiring out of the box.
Flutter
Widget tree with null-safe Dart, ThemeData integration, responsive layouts, and cross-platform support for iOS and Android.
How Design to Code Works
A compiler-based pipeline — not an AI chat assistant — delivers predictable, validated output every time.
Paste Design URL
Share your Figma file URL. CodeFlow Lab extracts the full design tree — layers, components, tokens, constraints — directly via the API. No export, no plugin.
IR Compilation
Designs are compiled to our typed Intermediate Representation: a framework-agnostic AST that captures semantic roles, design tokens, responsive behaviour, and accessibility requirements.
Framework Emit
The IR is transpiled to your chosen framework. Multi-stage validation (TypeScript, semantic HTML, WCAG 2.1 AA, quality scoring) runs before delivery.
A Compiler, Not an Assistant
CodeFlow Lab's IR-first architecture is why we achieve 85% fidelity where AI chat tools achieve 20–30%.
IR-First Architecture
Figma designs are compiled to a typed Intermediate Representation — a framework-agnostic AST capturing semantic roles, layout constraints, design tokens, and accessibility metadata. Framework-specific code is emitted from this single source of truth.
- Semantic role detection (button, nav, card, header)
- Design token extraction and normalization
- Auto-layout → flexbox/grid conversion
Multi-Stage Validation
Every generated file passes through TypeScript strict-mode checking, semantic HTML enforcement, WCAG 2.1 AA accessibility validation, and quality scoring before you receive it. Code that doesn't meet the bar is automatically revised.
- Quality score target: 8+/10
- TypeScript strict mode enforced
- WCAG 2.1 AA accessibility compliance
Why CodeFlow Lab?
See how our design-to-code conversion compares to alternatives.
| Capability | CodeFlow Lab | AI Chat Tools |
|---|---|---|
| Design Fidelity | 85% | 20–30% |
| Frameworks | React, Vue, Flutter | React only |
| TypeScript Support | Full (strict) | Partial |
| Semantic HTML | Automatic | Manual fix |
| Quality Validation | 8+/10 gate | None |
| Accessibility | WCAG 2.1 AA | Basic |
Clean Code Output, Every Time
Design-to-code tools are only useful if the output code is actually clean enough to ship. CodeFlow Lab applies a multi-stage quality pipeline so you're never left debugging auto-generated code that doesn't match your Figma design.
No Inline Styles
All styling is expressed as Tailwind utility classes — no inline style attributes, no scattered px values. The result is code that follows the same patterns your team already uses and is easy to maintain.
Proper Component Hierarchy
Deeply nested Figma layers are intelligently grouped into reusable components. The generated file structure mirrors your design system — shared elements become shared components, not duplicated code across pages.
Accessible by Default
Every element receives the correct semantic HTML tag and ARIA attributes based on its role in the Figma design. Buttons are real button elements, navigation is nav, headings are properly ranked — without any manual adjustment.
Shared Features of the Best Design-to-Code Tools
If you're evaluating design-to-code tools, here's what the best ones have in common — and where they differ from simpler export plugins or AI chat tools.
| Feature | CodeFlow Lab | AI Chat Tools | Plugin Exporters |
|---|---|---|---|
| Figma API integration | ✅ Native read access | ❌ | ✅ Requires plugin |
| Responsive layout export | ✅ Tailwind breakpoints | ⚠️ Manual coding | ⚠️ Partial |
| Design token extraction | ✅ Full theme config | ❌ | ⚠️ Colors only |
| Multi-framework support | ✅ React, Vue, Flutter | ⚠️ One framework | ❌ |
| Code quality validation | ✅ TypeScript + WCAG | ❌ | ❌ |
| Production-ready output | ✅ Ships without cleanup | ⚠️ Needs cleanup | ❌ |
Refine and Iterate Your Design-to-Code Workflow
The best design-to-code workflow isn't a one-shot export — it's an iterative loop. Make a change in your Figma design, re-run the converter, and get an updated export that reflects what changed. CodeFlow Lab is built for this workflow: each conversion generates a full quality report so you can learn from the scoring and improve your Figma design structure over time.
Teams that use CodeFlow Lab regularly report that their Figma design quality improves as they learn what the compiler rewards: clear component boundaries, consistent spacing tokens, named auto-layout frames, and properly labelled text styles. The design-to-code tool becomes a coding feedback loop for the entire design system — and the resulting app code gets cleaner with every iteration.
Frequently Asked Questions
What design tools does CodeFlow Lab support?
CodeFlow Lab natively supports Figma via direct API access — no plugin required. Penpot designs are also supported. Simply paste your file URL and our compiler extracts the full design tree, tokens, and component structure automatically.
Which frameworks can I generate code for?
CodeFlow Lab generates production-ready code for React (TypeScript + Tailwind CSS), Vue 3 (Composition API + TypeScript), and Flutter (null-safe Dart + ThemeData). All three targets share the same Intermediate Representation (IR) pipeline, so fidelity is consistent across frameworks.
How does 85% design fidelity compare to other tools?
Most AI-assisted design-to-code tools achieve 20–30% fidelity because they treat designs as flat images. CodeFlow Lab compiles designs to a typed IR that preserves semantic structure, design tokens, responsive constraints, and component hierarchy — then emits framework-specific code from that IR.
Is the generated code production-ready?
Yes. Every generation passes a multi-stage validation pipeline: TypeScript strict-mode checking, semantic HTML enforcement, WCAG 2.1 AA accessibility validation, and a quality-score gate (target: 8+/10). Output includes proper prop typing, Tailwind breakpoints, and ARIA attributes.
Do I need a Figma plugin?
No. CodeFlow Lab reads your Figma file directly via the Figma REST API. Share the file URL and grant read access — that's all. An optional browser extension is available for enhanced component-level selection.
How are design tokens handled?
The IR compiler extracts colors, typography scales, spacing, border radii, and shadow definitions from your Figma file and generates a typed theme configuration. For React/Vue, this becomes a Tailwind config extension. For Flutter, it becomes a ThemeData class with full color and text theme definitions.
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Explore more CodeFlow Lab tools
Convert any Figma design to any framework, or read how the compiler works.