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January 15, 20268 min readReplay for UI

Replay for UI Design Systems: Create Reusable Components with AI

R
Replay Team
Developer Advocates

TL;DR: Replay leverages video analysis and AI to reconstruct UI components, enabling the creation of design systems directly from user behavior recordings.

From Video to Reusable UI Components: Replay for Design Systems#

Building a robust UI design system is crucial for maintaining consistency, scalability, and efficiency in modern web development. However, the process can be time-consuming and often disconnected from real user interactions. What if you could generate reusable components directly from observing user behavior? That's where Replay comes in.

Replay is a revolutionary video-to-code engine that uses Gemini to reconstruct working UI from screen recordings. Unlike traditional screenshot-to-code tools, Replay analyzes video, enabling Behavior-Driven Reconstruction. This means it understands what users are trying to do, not just what they see. This capability unlocks a powerful new workflow for creating and evolving design systems.

The Problem: Bridging the Gap Between Design and Reality#

Design systems aim to provide a consistent user experience across an application. However, they often suffer from:

  • Disconnect from User Behavior: Components are designed in isolation, without direct feedback from real-world usage.
  • Maintenance Overhead: Keeping components up-to-date with evolving design trends and user needs requires significant effort.
  • Limited Reusability: Components may not be flexible enough to adapt to different contexts within the application.

These issues lead to inconsistencies, increased development time, and a subpar user experience. Traditional methods of design system creation, heavily reliant on manual design and coding, struggle to keep pace with the dynamic nature of modern web applications.

Replay: A New Paradigm for Design System Creation#

Replay offers a fresh approach by using video as the source of truth for UI component generation. By analyzing user interactions within screen recordings, Replay can reconstruct working UI components that are directly aligned with actual user behavior. This approach offers several key advantages:

  • Behavior-Driven Reconstruction: Replay understands user intent, leading to more accurate and context-aware component generation.
  • Automated Component Discovery: Replay can automatically identify and extract reusable components from existing application flows.
  • Reduced Development Time: Generate working code directly from video, eliminating the need for manual design and coding.

How Replay Works: Behavior-Driven Reconstruction#

Replay's core innovation is its ability to analyze video and reconstruct UI based on user behavior. This process involves several key steps:

  1. Video Analysis: Replay analyzes the screen recording, identifying UI elements, user interactions (clicks, scrolls, form inputs), and navigation patterns.
  2. Intent Inference: Using Gemini, Replay infers the user's intent behind each interaction. This goes beyond simple click detection and understands the goal the user is trying to achieve.
  3. Component Reconstruction: Based on the analyzed behavior and inferred intent, Replay reconstructs the UI components, generating clean, functional code.
  4. Code Generation: Replay outputs the reconstructed components in various formats, including React, Vue, and HTML/CSS.

This process allows Replay to create components that are not only visually accurate but also functionally aligned with real-world user behavior.

Key Features for Design System Creation#

Replay offers several features that are particularly useful for creating and maintaining design systems:

  • Multi-Page Generation: Replay can analyze multi-page flows, allowing you to capture complex user interactions and generate components that span multiple screens.
  • Supabase Integration: Seamlessly integrate with Supabase to manage your design system components and data.
  • Style Injection: Customize the appearance of generated components by injecting custom CSS styles.
  • Product Flow Maps: Visualize user flows and identify opportunities for component reuse.

Building a Design System with Replay: A Step-by-Step Guide#

Here's a practical example of how to use Replay to create a reusable button component:

Step 1: Capture User Interaction#

Record a video of a user interacting with a button in your application. Ensure the recording captures the button's various states (hover, active, disabled).

Step 2: Upload to Replay#

Upload the video to Replay. Replay will automatically analyze the video and identify the button element.

Step 3: Review and Refine#

Review the reconstructed button component in the Replay editor. You can adjust the generated code, styles, and event handlers as needed.

Step 4: Export the Component#

Export the component in your desired format (e.g., React).

typescript
// Example React button component generated by Replay import React from 'react'; interface ButtonProps { onClick: () => void; children: React.ReactNode; className?: string; } const ReplayButton: React.FC<ButtonProps> = ({ onClick, children, className }) => { return ( <button className={`replay-button ${className}`} onClick={onClick}> {children} </button> ); }; export default ReplayButton;

Step 5: Integrate into Your Design System#

Integrate the generated component into your design system. You can then reuse this component throughout your application, ensuring consistency and reducing development time.

Replay vs. Traditional Methods and Other Tools#

How does Replay compare to traditional methods of design system creation and other code generation tools?

FeatureTraditional MethodScreenshot-to-Codev0.devReplay
InputManual Design & CodeScreenshotsText PromptsVideo
Behavior Analysis
Component IdentificationManualLimitedLimitedAutomated
ReusabilityLimitedLimitedLimitedHigh
AccuracySubjectiveLimited by Image QualityLimited by promptHigh (Behavior-Driven)
MaintenanceHigh EffortHigh EffortModerate EffortLow Effort

💡 Pro Tip: Use high-quality video recordings to ensure accurate component reconstruction. Ensure your video includes all states of the UI element you want to generate (e.g., hover, active, disabled).

Addressing Common Concerns#

  • Accuracy: Replay's accuracy depends on the quality of the video recording and the complexity of the UI. However, the behavior-driven reconstruction approach significantly improves accuracy compared to screenshot-based tools.
  • Customization: Replay allows you to customize the generated code and styles, ensuring that the components meet your specific requirements.
  • Learning Curve: Replay is designed to be user-friendly, with a simple and intuitive interface.

⚠️ Warning: While Replay automates much of the process, manual review and refinement of the generated code are still recommended to ensure optimal performance and maintainability.

Benefits of Using Replay for Design Systems#

  • Faster Development: Generate reusable components in minutes, reducing development time and effort.
  • Improved Consistency: Ensure consistent UI across your application by using components generated from real user behavior.
  • Reduced Maintenance: Easily update and maintain your design system by regenerating components from new video recordings.
  • Enhanced User Experience: Create components that are aligned with user needs and expectations, leading to a better user experience.

📝 Note: Replay is continuously evolving, with new features and improvements being added regularly. Stay tuned for future updates!

Code Example: Generating a Form Component#

Let's look at another example: generating a form component with Replay.

Imagine a user filling out a registration form. After recording the interaction and uploading it to Replay, the system can generate the following React code:

typescript
// Example React form component generated by Replay import React, { useState } from 'react'; interface FormProps { onSubmit: (data: any) => void; } const ReplayForm: React.FC<FormProps> = ({ onSubmit }) => { const [name, setName] = useState(''); const [email, setEmail] = useState(''); const handleSubmit = (e: React.FormEvent) => { e.preventDefault(); onSubmit({ name, email }); }; return ( <form onSubmit={handleSubmit}> <label htmlFor="name">Name:</label> <input type="text" id="name" value={name} onChange={(e) => setName(e.target.value)} /> <label htmlFor="email">Email:</label> <input type="email" id="email" value={email} onChange={(e) => setEmail(e.target.value)} /> <button type="submit">Submit</button> </form> ); }; export default ReplayForm;

This example demonstrates how Replay can generate complex components with state management and event handling, based solely on video analysis.

Frequently Asked Questions#

Is Replay free to use?#

Replay offers a free tier with limited features and usage. Paid plans are available for more advanced features and higher usage limits. Check Replay Pricing for current details.

How is Replay different from v0.dev?#

Replay analyzes video recordings of actual user behavior, while v0.dev generates code based on text prompts. Replay's behavior-driven approach ensures that the generated components are aligned with real-world usage. v0.dev is useful for generating initial code structures, while Replay excels at capturing and recreating existing UI patterns.

What frameworks does Replay support?#

Replay currently supports React, Vue, and HTML/CSS. Support for other frameworks is planned for future releases.

Can Replay handle complex animations and transitions?#

Replay can capture and reproduce many common animations and transitions. However, extremely complex animations may require manual adjustments to the generated code.

How secure is Replay?#

Replay uses industry-standard security measures to protect your data. All video recordings are stored securely and can be deleted at any time.


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