Complete AI Training

AI app for it and development · no coding needed

Design-to-code delivery workspace with managed implementation

Reduce handoffs between design and working code while keeping the team's own components and review rules.

Made for: Product teams and agencies building web apps from designs or prompts

What Design-to-code delivery workspace with managed implementation looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

UI code is generated in one tool, edited in another, and reviewed in a third, so teams rent several subscriptions and still hand-carry code between them.

What it gives you

Reviewer-approved UI code changes linked to a running preview

What you give it

Licensed design filespromptscomponent librariesframework constraints

Build your own version of UXPin Merge AI, Stitch 2.0 by Google and more

One app with what these 10 AI tools do, yours to keep and change: UXPin Merge AI, Stitch 2.0 by Google, Autodesigner 2.0, Onlook for Web, PageAI, Bolt x Figma, Vivid, UiHub, v0.app by Vercel, Layrr.

Everything these tools do, in one app

  • AI UI generation Generates user interface components or screens automatically from prompts or design inputs.Found in UXPin Merge AI, Stitch 2.0 by Google, PageAI and 2 more
  • Production-ready code export Lets users download or export clean code that can be used directly in production.Found in UXPin Merge AI, Onlook for Web, PageAI and 2 more
  • Visual editing interface Provides a visual canvas or editor to click, drag, resize, and position UI elements.Found in Onlook for Web, Layrr
  • Natural language and voice input Allows users to create, critique, or modify designs using plain language or voice commands.Found in Stitch 2.0 by Google, Layrr
  • Figma integration and conversion Works inside Figma or converts Figma designs into working code components.Found in Bolt x Figma, Vivid, Layrr
  • Real-time collaboration Enables multiple team members to work together on designs or code simultaneously.Found in Autodesigner 2.0, Onlook for Web, Bolt x Figma and 1 more
  • Pre-built templates and components Offers ready-made templates or component libraries to jumpstart common projects.Found in UXPin Merge AI, Autodesigner 2.0, UiHub
  • Design system generation Automatically creates a design system with consistent styles and rules, often exported as a file.Found in Stitch 2.0 by Google
  • Responsive layout support Helps create layouts that adapt to different screen sizes and devices.Found in Stitch 2.0 by Google, PageAI, UiHub
  • Code structure visualization Shows the underlying code structure in a design-friendly layer panel.Found in Onlook for Web
  • SEO and performance optimizations Includes built-in SEO features and performance enhancements like meta tags and sitemaps.Found in PageAI
  • Version control Tracks changes and updates to components to keep designs up to date.Found in Bolt x Figma
  • In-browser code editing Allows developers to modify code directly in the browser without leaving the tool.Found in Vivid, Layrr
  • Smart inspect elements Provides a one-click way to understand and modify components in the code.Found in Vivid
  • Web inspection tools Analyzes live websites, takes screenshots, and summarizes findings.Found in v0.app by Vercel
  • Task and to-do management Tracks progress and updates plans dynamically during development.Found in v0.app by Vercel
  • Framework-agnostic support Works with multiple frontend frameworks like React, Vue, Svelte, or plain HTML.Found in Layrr
  • Open-source platform Provides open-source code for community contributions and transparency.Found in Onlook for Web, Layrr

How it works, step by step

  1. Generate UI components and screens from prompts or design inputs
  2. Export clean production-ready code
  3. Edit elements visually by click, drag, resize and position
  4. Accept plain-language and voice commands for changes and critique
  5. Import and convert Figma designs into code components
  6. Support real-time multi-user editing
  7. Offer pre-built templates and component libraries
  8. Generate a consistent design system file
  9. Produce responsive layouts for multiple screen sizes
  10. Show code structure in a design-friendly layer panel
  11. Apply SEO and performance settings such as meta tags and sitemaps
  12. Track component versions and changes
  13. Allow in-browser code editing
  14. Inspect and modify components with one click
  15. Analyze live sites with screenshots and summaries
  16. Track tasks and update plans during development
  17. Support React, Vue, Svelte and plain HTML
  18. Keep the platform open-source for review and contribution
  19. Compare the reviewed result with the recorded baseline and value assumptions
  20. Capture corrections and named-owner approval before consequential use
  21. Export a versioned reviewer-approved UI code changes linked to a running preview with source references and unresolved questions

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Design-to-code delivery workspace with managed implementation with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Design-to-code delivery workspace with managed implementation with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links5 KB
  • questions.mdQuestions to answer before you build2 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare25 KB
  • prompt-vps.mdThe same build on your own server (Docker)25 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria12 KB
  • demo/index.htmlThe working demo on sample data201 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce handoffs between design and working code while keeping the team's own components and review rules. For product teams and agencies building web apps from designs or prompts, convert licensed design files, prompts, component libraries and framework constraints into reviewer-approved UI code changes linked to a running preview. The benefit is a testable hypothesis, measured through accepted UI screens per delivery hour and rework after code review; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed design files, prompts, component libraries and framework constraints, then follow this sequence: 1. Generate UI components and screens from prompts or design inputs. 2. Export clean production-ready code. 3. Edit elements visually by click, drag, resize and position. 4. Accept plain-language and voice commands for changes and critique. 5. Import and convert Figma designs into code components. Resolve uncertain cases with qualified reviewers, approve reviewer-approved UI code changes linked to a running preview, and measure accepted UI screens per delivery hour and rework after code review against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed framework target and licensed component set; final accessibility, security and production checks remain engineering. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve code ownership, source attribution, license accuracy and usage permissions. Engineering owners approve substantive changes and deployment scope. One fixed framework target and licensed component set; final accessibility, security and production checks remain engineering. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed framework target and licensed component set; final accessibility, security and production checks remain engineering. Implement one approved input format, a bounded representative case set and the first two task modules: generate UI components and screens from prompts or design inputs; export clean production-ready code. Support the third module with operator review: edit elements visually by click, drag, resize and position. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Customer-owned design files, repositories and component libraries. Cloud asset storage, design-file import/export and deployment destinations. Start with file exchange and validate destination specifications before promising direct deployment. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Project and design intake, Editable code and preview workspace, Review and delivery. Use a thumbnail gallery for projects, a large central editing canvas with live preview, and a right-hand panel for prompts, components, constraints and comments. Let users compare generated versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant screen or component. Make the task-specific outcome reviewer-approved UI code changes linked to a running preview visible beside its evidence, review state and value baseline.