{"id":58889,"date":"2026-04-29T01:33:51","date_gmt":"2026-04-29T08:33:51","guid":{"rendered":"https:\/\/www.uxpin.com\/studio\/?p=58889"},"modified":"2026-04-29T01:33:51","modified_gmt":"2026-04-29T08:33:51","slug":"build-ux-gpt-5-1-ant-design-uxpin-merge","status":"publish","type":"post","link":"https:\/\/www.uxpin.com\/studio\/blog\/build-ux-gpt-5-1-ant-design-uxpin-merge\/","title":{"rendered":"How to build UX using GPT-5.1 + Ant Design  &#8211;  Use UXPin Merge!"},"content":{"rendered":"\n<p><strong>Want to speed up your design-to-development workflow? Here\u2019s how combining <a href=\"https:\/\/en.wikipedia.org\/wiki\/GPT-5.1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">GPT-5.1<\/a>, <a href=\"https:\/\/ant.design\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Ant Design<\/a>, and <a href=\"https:\/\/www.uxpin.com\/merge\" style=\"display: inline;\">UXPin Merge<\/a> can help.<\/strong><\/p>\n<p>This approach lets you create <a href=\"https:\/\/www.uxpin.com\/merge\/developers\" style=\"display: inline;\">prototypes using production-ready components<\/a>, eliminating the need for developers to rebuild designs from scratch. Here\u2019s the process in a nutshell:<\/p>\n<ul>\n<li><strong>GPT-5.1<\/strong> generates layouts based on simple prompts, using Ant Design&#8217;s pre-built UI components.<\/li>\n<li><strong>Ant Design<\/strong> ensures consistency with its <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/building-component-library-guide\/\" style=\"display: inline;\">library of tested, reusable UI elements<\/a> like buttons, forms, and tables.<\/li>\n<li><strong><a href=\"https:\/\/www.uxpin.com\/\" style=\"display: inline;\">UXPin<\/a> Merge<\/strong> connects everything, allowing designers to work directly with the same code developers use.<\/li>\n<\/ul>\n<h2 id=\"uxpin-merge-tutorial-generating-code-from-the-design-55\" tabindex=\"-1\" class=\"sb h2-sbb-cls\"><a href=\"https:\/\/www.uxpin.com\/merge\" style=\"display: inline;\">UXPin Merge<\/a> Tutorial: Generating Code From the Design (5\/5)<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/assets.seobotai.com\/uxpin.com\/69f14b76ac8ee36f7cef022b\/979f9bd1de4e153314d11176bd18730c.jpg\" alt=\"UXPin Merge\" style=\"width:100%;\"><\/p>\n<p> <iframe class=\"sb-iframe\" src=\"https:\/\/www.youtube.com\/embed\/Fj_BheOWLIU\" frameborder=\"0\" loading=\"lazy\" allowfullscreen style=\"width: 100%; height: auto; aspect-ratio: 16\/9;\"><\/iframe><\/p>\n<p>For a deeper dive, follow our <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/design-with-code-tutorial\/\" style=\"display: inline;\">design with code tutorial<\/a> to master these workflows.<\/p>\n<h6 id=\"sbb-itb-f6354c6\" class=\"sb-banner\" style=\"display: none;color:transparent;\">sbb-itb-f6354c6<\/h6>\n<h2 id=\"getting-started-prerequisites-and-setup\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Getting Started: Prerequisites and Setup<\/h2>\n<p>This setup connects AI design tools with production-ready components, creating a streamlined foundation for UX development. Setting up your environment to integrate GPT-5.1, Ant Design, and UXPin Merge typically takes 15\u201330 minutes. Follow the steps below to get everything ready.<\/p>\n<h3 id=\"setting-up-ant-design-components-in-uxpin-merge\" tabindex=\"-1\">Setting Up <a href=\"https:\/\/ant.design\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Ant Design<\/a> Components in <a href=\"https:\/\/www.uxpin.com\/\" style=\"display: inline;\">UXPin<\/a> Merge<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/assets.seobotai.com\/uxpin.com\/69f14b76ac8ee36f7cef022b\/12ca6cdeaea7e02ba877beabadc55a2b.jpg\" alt=\"Ant Design\" style=\"width:100%;\"><\/p>\n<p>UXPin comes with Ant Design already integrated, so there&#8217;s no need to manually import files or maintain separate libraries. Simply open the UXPin Design Editor and access the <strong>built-in Ant Design library<\/strong> from the component panel. You\u2019ll find all the essentials &#8211; buttons, forms, tables, navigation elements, and more &#8211; ready to use right away.<\/p>\n<p>If your team relies on a <strong>custom library<\/strong> instead of the default Ant Design setup, you\u2019ll need to connect it through your Git repository. Start by cloning the <code>uxpin-merge\/ant-merge<\/code> repository to incorporate your custom components. Update the <code>uxpin.config.js<\/code> file to map your components and their properties. This configuration ensures UXPin recognizes your components and handles them correctly in the design environment. Use <code>yarn<\/code> or <code>npm<\/code> to install dependencies from your <code>package.json<\/code>, aligning your environment with production.<\/p>\n<p>For Windows users, setting up the <strong><a href=\"https:\/\/learn.microsoft.com\/en-us\/windows\/wsl\/about\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Windows Subsystem for Linux<\/a> (WSL)<\/strong> is essential for using <a href=\"https:\/\/www.uxpin.com\/docs\/merge\/cli-tool\/\" style=\"display: inline;\">Merge CLI tools<\/a> effectively. After configuring WSL, validate your components in the Merge Dev Environment Editor to catch any issues before rolling them out to your team. This step ensures that only functional components make their way into your workflow.<\/p>\n<h3 id=\"accessing-gpt-51-through-uxpin-forge\" tabindex=\"-1\">Accessing <a href=\"https:\/\/en.wikipedia.org\/wiki\/GPT-5.1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">GPT-5.1<\/a> Through <a href=\"https:\/\/www.uxpin.com\/forge\" style=\"display: inline;\">UXPin Forge<\/a><\/h3>\n<p>UXPin Forge, the platform\u2019s built-in AI assistant, provides access to GPT-5.1. You don\u2019t need a separate subscription to <a href=\"https:\/\/openai.com\/index\/chatgpt\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">ChatGPT<\/a> or <a href=\"https:\/\/claude.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Claude<\/a> &#8211; Forge is included with your UXPin plan. Simply click the Forge icon or open the prompt panel from the canvas interface to get started.<\/p>\n<p>Forge uses GPT-5.1 to generate layouts while adhering strictly to your approved Ant Design components. This means the AI won\u2019t create random elements or suggest patterns outside your design system. The <code>ant-merge<\/code> framework links real-code components to the editor, giving GPT-5.1 a structured library to draw from. For example, when you ask Forge to build a dashboard or form, it uses actual <a href=\"https:\/\/react.dev\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">React<\/a> components instead of placeholders.<\/p>\n<p>Your UXPin subscription tier determines the number of <strong>AI credits<\/strong> available each month. The Core plan includes 200 credits, Growth offers 500, and Enterprise plans provide custom credit limits tailored to your team. Each AI-generated layout consumes credits based on its complexity. Once GPT-5.1 is activated, configure your workspace to ensure smooth collaboration across your team.<\/p>\n<h3 id=\"configuring-your-workspace-for-team-collaboration\" tabindex=\"-1\">Configuring Your Workspace for Team Collaboration<\/h3>\n<p>To enable seamless teamwork, set up permissions, shared libraries, and automated synchronization. Start by creating a named library in the UXPin Design Editor to store your Ant Design components. Use the &quot;select team members&quot; option to control who can access or modify specific component sets, ensuring your design system stays intact.<\/p>\n<p>For automated updates, generate an <strong>authentication token<\/strong> in UXPin and add it to your CI\/CD environment variables (e.g., <a href=\"https:\/\/circleci.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">CircleCI<\/a>, <a href=\"https:\/\/www.travis-ci.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Travis CI<\/a>, <a href=\"https:\/\/about.gitlab.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">GitLab<\/a>, or <a href=\"https:\/\/bitbucket.org\/product\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Bitbucket<\/a>). This setup allows production code changes to sync automatically with your design components. Choose between <strong>Clean Integration<\/strong>, which directly connects to your Git repository, or <strong>Wrapped Integration<\/strong>, which offers flexibility for modifying components to suit design needs.<\/p>\n<blockquote>\n<p>&quot;All design or experience-based decisions are now shared across both sides of the fence, allowing for more frictionless collaboration between engineers and designers.&quot; &#8211; CMS Critic Staff <\/p>\n<\/blockquote>\n<p>Finally, use UXPin Merge to set up <strong><a href=\"https:\/\/www.uxpin.com\/docs\/merge\/version-control\/\" style=\"display: inline;\">version control coordination<\/a><\/strong> through <a href=\"https:\/\/github.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">GitHub<\/a>. This ensures your design system remains a single source of truth, eliminating the need to juggle separate UI kits and codebases. Organize your repository so that each component resides in its own directory with an export default, ensuring smooth integration.<\/p>\n<h2 id=\"building-ux-with-ai-and-ant-design-in-uxpin-merge\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Building UX with AI and Ant Design in UXPin Merge<\/h2>\n<figure>         <img decoding=\"async\" src=\"https:\/\/assets.seobotai.com\/undefined\/69f14b76ac8ee36f7cef022b-1777425774190.jpg\" alt=\"3-Step Workflow: Building UX with GPT-5.1, Ant Design, and UXPin Merge\" style=\"width:100%;\"><figcaption style=\"font-size: 0.85em; text-align: center; margin: 8px; padding: 0;\">\n<p style=\"margin: 0; padding: 4px;\">3-Step Workflow: Building UX with GPT-5.1, Ant Design, and UXPin Merge<\/p>\n<\/figcaption><\/figure>\n<p>After setting up your workspace, you can dive into creating user experiences by combining GPT-5.1&#8217;s layout generation capabilities with Ant Design&#8217;s ready-to-use components. This process unfolds in three key stages: generating initial layouts with AI, refining them in the canvas, and adding realistic interactions that mimic the final product. This workflow takes you smoothly from setup to a polished prototype.<\/p>\n<h3 id=\"step-1-generate-initial-layouts-with-gpt-51-prompts\" tabindex=\"-1\">Step 1: Generate Initial Layouts with GPT-5.1 Prompts<\/h3>\n<p>Start by using GPT-5.1 and Ant Design to create the foundation of your prototype. Open the Forge panel in UXPin and describe the interface you&#8217;re aiming for. For example, you could prompt Forge with: <em>&quot;Create a dashboard with a data table, sidebar, and action buttons.&quot;<\/em> In response, GPT-5.1 will assemble layouts using Ant Design components like <code>Table<\/code>, <code>Sider<\/code>, and <code>Button<\/code> &#8211; all sourced from your approved library.<\/p>\n<p>This approach ensures that the AI sticks to production-ready components. For example, if you&#8217;re designing an e-commerce checkout flow, the AI will use Ant Design&#8217;s <code>Form<\/code> and <code>Input<\/code> components rather than creating custom patterns. This adherence to your design system means the AI output is both practical and aligned with your development standards.<\/p>\n<p>Think of the generated layout as a <strong>starting point, not the final product<\/strong>. Forge helps you kick off your design process quickly &#8211; up to 8.6x faster prototyping  &#8211; but the real magic happens in the refinement phase.<\/p>\n<h3 id=\"step-2-customize-and-refine-designs-in-uxpin-canvas\" tabindex=\"-1\">Step 2: Customize and Refine Designs in UXPin Canvas<\/h3>\n<p>Once you have the base layout, it&#8217;s time to tailor it to your project\u2019s specific needs. Use the <strong>Controls tab<\/strong> in UXPin to tweak component properties without touching any code. For instance, you can edit button labels, adjust form field settings, or modify table columns directly in the editor. Every change you make updates the underlying JSX code automatically, ensuring your adjustments are reflected in the technical implementation.<\/p>\n<p>Need to rearrange the layout? No problem. You can drag and drop components from the Ant Design library or reposition existing elements. For example, if Forge places a navigation menu at the top but your design requires a sidebar, just move the <code>Menu<\/code> component and adjust its orientation. Use <strong>Spec mode<\/strong> to inspect the JSX code and confirm that your visual changes align with the technical requirements for deployment.<\/p>\n<p>Before diving into customizations, check the <strong>exposed properties<\/strong> of components. Designers can only modify properties defined in the Git repository. This ensures what you see in the canvas matches what developers will ship, maintaining consistency between design and code.<\/p>\n<h3 id=\"step-3-add-interactions-and-prototype-with-real-code\" tabindex=\"-1\">Step 3: Add Interactions and Prototype with Real Code<\/h3>\n<p>With UXPin Merge, you can incorporate interactions using the same React components that will be used in production. Map interactive elements in <code>all-exported-props.js<\/code> to enable states like loading, disabled, or error conditions &#8211; all directly within the editor. For example, you can configure a <code>Button<\/code> to display a loading spinner when clicked or set a <code>Form<\/code> field to show validation errors based on user input.<\/p>\n<p>To match your brand&#8217;s style, use the <code>uxpin.config.js<\/code> file to inject custom CSS or theme providers. This ensures Ant Design components reflect your branding while sticking to the <a href=\"https:\/\/www.uxpin.com\/merge\/git-integration\" style=\"display: inline;\">Single Source of Truth<\/a> principle. The result? Prototypes that look and function just like the final product.<\/p>\n<p>When your interactions are ready, test the prototype directly in UXPin or export it to developer environments like <a href=\"https:\/\/stackblitz.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Stackblitz<\/a> with a single click. The exported design includes all the logic, states, and styles from your Ant Design library, so developers won\u2019t need to rebuild anything from scratch. To avoid discrepancies, keep your <code>package.json<\/code> and repository files updated with the latest Ant Design version. This ensures a seamless <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/what-developers-need-from-designers-during-design-handoff\/\" style=\"display: inline;\">handoff between design and development<\/a>.<\/p>\n<h2 id=\"best-practices-for-scalable-and-efficient-ux-design\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Best Practices for Scalable and Efficient UX Design<\/h2>\n<p>After crafting your initial prototypes, it\u2019s important to follow key practices that ensure your UX design process stays consistent and efficient.<\/p>\n<h3 id=\"aligning-design-and-development-with-a-single-source-of-truth\" tabindex=\"-1\">Aligning Design and Development with a Single Source of Truth<\/h3>\n<p>One of the toughest parts of UX design isn&#8217;t just creating visually appealing interfaces &#8211; it&#8217;s making sure the designs align with what developers actually build. <strong>UXPin Merge<\/strong> bridges this gap by linking your design canvas directly to the same Ant Design components developers use in production. This means the UX you create in UXPin is always in sync with the production environment. By working from the same React code library, teams can maintain consistent designs across the board.<\/p>\n<p>To streamline updates, manage custom styles and component properties centrally using the <code>uxpin.config.js<\/code> file. Whether it\u2019s a developer tweaking a button&#8217;s style or a designer adjusting a form field, these changes are instantly reflected for the entire team. This setup creates a unified design environment that mirrors production exactly.<\/p>\n<p>For efficient handoff, use <strong>Spec Mode<\/strong> to export production-ready code. With components already built for production, there\u2019s no need for a translation layer between the designer\u2019s vision and the developer\u2019s implementation.<\/p>\n<h3 id=\"using-ai-responsibly-within-system-constraints\" tabindex=\"-1\">Using AI Responsibly Within System Constraints<\/h3>\n<p>While tools like GPT-5.1 can speed up layout generation, working without clear guidelines can lead to inconsistent results. To keep AI-generated outputs within technical limits, provide specific instructions tied to Ant Design patterns. For instance, instead of requesting &quot;a modern dashboard&quot;, try something like &quot;a dashboard using Ant Design&#8217;s Table, Sider, and Card components with our <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/what-are-design-tokens\/\" style=\"display: inline;\">standard spacing tokens<\/a>.&quot;<\/p>\n<p>Start with UXPin\u2019s pre-built layouts from open-source libraries before using AI for customizations. Think of GPT-5.1 as an assistant that works within your rules, not as a substitute for thoughtful design. The <strong>AI Component Creator<\/strong> uses pre-integrated code components, ensuring that complex sections, like FAQ areas or contact forms, remain consistent with your approved design system.<\/p>\n<p>By setting clear constraints, you can harness AI effectively while staying true to your design principles.<\/p>\n<h3 id=\"improving-collaboration-across-teams\" tabindex=\"-1\">Improving Collaboration Across Teams<\/h3>\n<p>A strong design system is just the foundation &#8211; effective collaboration between designers and developers is what keeps everything running smoothly. Since these teams often have different workflows and terminology, <strong>UXPin Merge<\/strong> provides a shared language by using the same Ant Design components powered by React code. This shifts conversations from &quot;Can you build this?&quot; to &quot;How should we configure this?&quot; &#8211; reducing misunderstandings and speeding up decisions.<\/p>\n<p>To maintain control, configure workspace roles so only authorized team members can modify components, while still allowing others to provide feedback. For teams on the Growth plan or higher, <strong><a href=\"https:\/\/storybook.js.org\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Storybook<\/a> integration<\/strong> adds another layer of clarity by documenting component behavior and usage guidelines.<\/p>\n<p>Regular design system reviews, where both designers and developers review updates to the Ant Design library together, can further strengthen collaboration. Whether it\u2019s a new component or an update to an existing one, these reviews ensure everyone understands the changes and their impact &#8211; keeping the entire team aligned and in sync.<\/p>\n<h2 id=\"troubleshooting-and-overcoming-common-challenges\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Troubleshooting and Overcoming Common Challenges<\/h2>\n<p>Once you&#8217;ve set up your components and started prototyping, you&#8217;ll likely encounter a few hiccups along the way. This section dives into some common challenges and how to tackle them effectively.<\/p>\n<h3 id=\"debugging-issues-with-ant-design-component-integration\" tabindex=\"-1\">Debugging Issues with Ant Design Component Integration<\/h3>\n<p>If your components aren&#8217;t rendering properly, the first step is to check your configuration files. Start with your <code>uxpin.config.js<\/code> file &#8211; this file dictates how custom styles and properties are applied to your components. If you&#8217;ve recently transitioned from another framework, like <a href=\"https:\/\/tailwindcss.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Tailwind<\/a>, make sure to clean out any conflicting configurations in your <code>postcss.config.js<\/code> file.<\/p>\n<p>Missing components like Avatar, Badge, or Ribbon? They might not be registered. Update the <code>all-exported-props.js<\/code> file, which acts as your component registry. If a component isn\u2019t listed here, it won\u2019t appear in the Merge editor. Add the missing components to this file and re-sync your library to fix the issue.<\/p>\n<p>For rendering errors, use <strong>Spec Mode<\/strong> to inspect the production-ready code. You can also click &quot;Copy to Stackblitz&quot; to isolate the problematic component in a clean development environment. This allows you to debug without interference from other parts of your design. Once the issue is resolved, ensure that AI-generated layouts follow your team\u2019s development standards.<\/p>\n<h3 id=\"ensuring-ai-generated-designs-meet-development-standards\" tabindex=\"-1\">Ensuring AI-Generated Designs Meet Development Standards<\/h3>\n<p>While GPT-5.1 can quickly generate layouts, they might not always align with your team&#8217;s coding standards. The key is to be specific in your prompts. Instead of requesting &quot;a dashboard&quot;, try something like, &quot;a dashboard using Ant Design&#8217;s Table, Sider, and Card components with 16px spacing tokens.&quot; This approach helps keep AI outputs within your technical guidelines.<\/p>\n<p>Always double-check generated layouts in <strong>Spec Mode<\/strong> to confirm the code is accurate. If there are inconsistencies, adjust your prompt or make tweaks directly in the canvas. With UXPin Forge, pre-integrated components ensure that AI outputs stay within your defined constraints.<\/p>\n<p>For teams using custom versions of Ant Design, setting up automated testing can save time and prevent errors. For example, the <code>ant-design\/x<\/code> repository runs over 2,500 workflow tests to maintain component quality. Adopting a similar approach can help catch issues before they reach production.<\/p>\n<h3 id=\"resolving-team-workflow-misalignments\" tabindex=\"-1\">Resolving Team Workflow Misalignments<\/h3>\n<p>One common source of frustration is when designers and developers work with different versions of the same components. UXPin Merge addresses this by connecting directly to your Git repository, ensuring everyone uses the same assets. If designers struggle to customize components, it\u2019s often due to missing props in the React code. Developers should expose adjustable properties &#8211; like labels, colors, and sizes &#8211; to give designers the flexibility they need.<\/p>\n<p>Oscar Jite-Orimiono, a UX writer with expertise in design systems, explains:<\/p>\n<blockquote>\n<p>&quot;A code-to-design system provides a single source of truth for designers and developers. Everyone has to work with the same components&quot;.<\/p>\n<\/blockquote>\n<p>This shared foundation eliminates the back-and-forth that often slows teams down. <a href=\"https:\/\/www.paypal.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">PayPal<\/a>, for instance, reported in February 2025 that switching to a code-to-design workflow with UXPin Merge sped up their design and development process by over six times compared to traditional image-based tools. The secret? Both teams worked from the same React components, reducing translation errors and rework.<\/p>\n<p>To avoid workflow misalignments, schedule regular design system reviews. These sessions allow designers and developers to jointly review component updates, ensuring everyone stays on the same page. Use GitHub for version control and coordinate releases so both teams always reference the latest component versions.<\/p>\n<h2 id=\"conclusion\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Conclusion<\/h2>\n<h3 id=\"key-benefits-of-combining-ai-design-systems-and-real-code\" tabindex=\"-1\">Key Benefits of Combining AI, Design Systems, and Real Code<\/h3>\n<p>Bringing together GPT-5.1, Ant Design, and UXPin Merge bridges the gap between design and development. By using <strong>production-ready components<\/strong>, designers and developers work from the same foundation &#8211; there\u2019s no need to convert static mockups into code. Every design is built with real HTML, CSS, and JavaScript, so prototypes function just like the final product, complete with features like form validation, state management, and data sorting.<\/p>\n<p>This approach creates a unified workflow by automatically syncing updates from Git repositories to the design environment. As a result, designers always have access to the most up-to-date components.<\/p>\n<p>With 69% of companies already using design systems, UXPin Merge helps teams maintain consistency and speed up development by integrating directly with their repositories.<\/p>\n<blockquote>\n<p>&quot;UXPin is on a mission to enable the best user experiences by merging design and engineering into one world of better, faster product development.&quot; <\/p>\n<\/blockquote>\n<p>The result? Faster deployment, fewer errors during handoffs, and prototypes that seamlessly translate into production code. Designers can use React components to build fully functional, code-ready prototypes, while developers save time by avoiding the need to recreate designs from scratch.<\/p>\n<h3 id=\"next-steps-for-implementing-this-workflow\" tabindex=\"-1\">Next Steps for Implementing This Workflow<\/h3>\n<p>If you&#8217;re ready to adopt this streamlined workflow, here\u2019s how to get started. Begin by setting up a <strong>Clean Integration<\/strong> between UXPin Merge and your Git repository. Ensure your React components include well-defined properties (props), allowing designers to adjust labels, colors, and sizes directly in UXPin. <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/version-control-for-design\/\" style=\"display: inline;\">Use GitHub for version control<\/a> to manage design system updates and keep both teams in sync.<\/p>\n<p>For those new to this process, start with a small set of core Ant Design components. Experiment with GPT-5.1 to generate initial layouts and gradually expand your component library as you refine your <a href=\"https:\/\/www.uxpin.com\/studio\/blog\/prompt-engineering-for-designers\/\" style=\"display: inline;\">AI prompts<\/a> to align with your team\u2019s standards. To explore pricing options, visit <a href=\"https:\/\/uxpin.com\/pricing\" style=\"display: inline;\">uxpin.com\/pricing<\/a>, and learn more about AI integration at <a href=\"https:\/\/uxpin.com\/forge\" style=\"display: inline;\">uxpin.com\/forge<\/a>.<\/p>\n<h2 id=\"faqs\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">FAQs<\/h2>\n<h3 id=\"what-do-i-need-in-my-git-repo-to-use-a-custom-ant-design-library-with-merge\" tabindex=\"-1\" data-faq-q>What do I need in my Git repo to use a custom Ant Design library with Merge?<\/h3>\n<p>To work with a custom Ant Design library in UXPin Merge, start by making sure your Git repository includes the Ant Design components as dependencies. You can install the Ant Design package using either <strong>npm<\/strong> or <strong>yarn<\/strong>. Once installed, integrate your custom components into your codebase. This setup allows UXPin Merge to sync and use your custom Ant Design components seamlessly.<\/p>\n<h3 id=\"how-do-ai-credits-work-in-uxpin-forge-with-gpt-51\" tabindex=\"-1\" data-faq-q>How do AI credits work in UXPin Forge with GPT-5.1?<\/h3>\n<p>AI credits in <strong>UXPin Forge<\/strong> with GPT-5.1 are consumed based on the number of tokens processed. This includes both the input text you provide and the output generated by the system. Each request deducts credits depending on how many tokens are used.<\/p>\n<p>If you connect your own <strong><a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">OpenAI<\/a> API key<\/strong>, you can also access GPT-5.1. The cost will depend on OpenAI&#8217;s pricing for the model, which often offers lower rates when using your own API key.<\/p>\n<h3 id=\"how-do-i-ensure-ai-generated-layouts-align-with-our-design-system-and-coding-standards\" tabindex=\"-1\" data-faq-q>How do I ensure AI-generated layouts align with our design system and coding standards?<\/h3>\n<p>To make sure AI-generated layouts align seamlessly with your design system and coding standards, consider using <strong>UXPin Merge<\/strong> with <strong>Ant Design<\/strong>. Merge bridges the gap between design and development by connecting AI-generated designs directly to your codebase. It syncs with real, production-ready React components, ensuring everything stays consistent.<\/p>\n<p>With this setup, you can fine-tune layouts generated by GPT-5.1 using <strong>design tokens<\/strong> and <strong>component configurations<\/strong>, keeping everything in line with your established design system. This approach not only keeps your prototypes consistent but also minimizes the disconnect between design and implementation.<\/p>\n<h2>Related Blog Posts<\/h2>\n<ul>\n<li><a href=\"\/studio\/blog\/prototype-gpt-5-1-ant-design-uxpin-merge\/\" style=\"display: inline;\">How to prototype using GPT-5.1 + Ant Design  &#8211;  Use UXPin Merge!<\/a><\/li>\n<li><a href=\"\/studio\/blog\/build-ui-gpt-5-1-mui-uxpin-merge\/\" style=\"display: inline;\">How to build UI using GPT-5.1 + MUI  &#8211;  Use UXPin Merge!<\/a><\/li>\n<li><a href=\"\/studio\/blog\/build-ui-gpt-5-mini-ant-design-uxpin-merge\/\" style=\"display: inline;\">How to build UI using GPT-5 Mini + Ant Design  &#8211;  Use UXPin Merge!<\/a><\/li>\n<li><a href=\"\/studio\/blog\/build-ux-gpt-5-2-ant-design-uxpin-merge\/\" style=\"display: inline;\">How to build UX using GPT-5.2 + Ant Design  &#8211;  Use UXPin Merge!<\/a><\/li>\n<\/ul>\n<p><script async type=\"text\/javascript\" src=\"https:\/\/app.seobotai.com\/banner\/banner.js?id=69f14b76ac8ee36f7cef022b\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-generated layouts tied to production components eliminate handoff friction between design and development.<\/p>\n","protected":false},"author":231,"featured_media":58886,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-58889","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_title":"","yoast_metadesc":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to build UX using GPT-5.1 + Ant Design - Use UXPin Merge! 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