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January 4, 20267 min readReplay AI: The

Replay AI: The Ultimate Solution To Generate Code From UI Videos With Custom Animations

R
Replay Team
Developer Advocates

TL;DR: Replay AI leverages video analysis and Gemini to reconstruct working UI code, including custom animations, directly from screen recordings, offering a behavior-driven approach unlike traditional screenshot-to-code tools.

Stop Guessing, Start Replaying: Code Generation from Video, Animations Included#

Building UIs can be a slog. Translating mockups, user flows, and complex animations into working code is time-consuming and error-prone. What if you could simply show the desired UI and have the code generated for you? That's the promise of Replay AI. We're not just talking about static screenshots – Replay analyzes video to understand user behavior and intent, generating code that accurately reflects the desired functionality, including those tricky custom animations.

The Problem with Pixels: Why Screenshot-to-Code Falls Short#

Traditional screenshot-to-code tools treat UIs as static images. They can generate basic layouts, but they often struggle with:

  • Dynamic Behavior: Animations, state changes, and user interactions are completely missed.
  • Contextual Understanding: The tool doesn't understand the purpose of the UI elements or the user's intent.
  • Complex Interactions: Multi-page flows, form submissions, and API calls are beyond their capabilities.

Essentially, they provide a visual representation, but not a functional one. You're left to manually implement the logic and interactions, negating much of the potential time savings.

Replay AI: Behavior-Driven Reconstruction#

Replay AI takes a fundamentally different approach. We use "Behavior-Driven Reconstruction," treating the video as the source of truth. By analyzing the video, we can:

  • Understand User Intent: Infer the purpose of UI elements based on their usage.
  • Capture Dynamic Behavior: Reconstruct animations, transitions, and state changes.
  • Model Complex Interactions: Generate code for multi-page flows, form submissions, and API calls.

This results in code that is not only visually accurate but also functionally complete.

How Replay AI Works: From Video to Working Code#

Replay AI leverages the power of Gemini to analyze video recordings and generate working UI code. Here's a simplified breakdown of the process:

  1. Video Ingestion: The user uploads a video recording of the desired UI.
  2. Frame Analysis: Replay AI analyzes each frame of the video, identifying UI elements and their properties (position, size, color, etc.).
  3. Behavioral Modeling: The system tracks changes in UI elements over time, inferring user intent and dynamic behavior (e.g., button clicks, form submissions, animations). This is where Replay truly shines, understanding the why behind the visual changes.
  4. Code Generation: Based on the analyzed data, Replay AI generates clean, well-structured code for the UI. This includes:
    • Layout: HTML or JSX code for the basic UI structure.
    • Styling: CSS or Tailwind CSS code for visual appearance.
    • Logic: JavaScript or TypeScript code for handling user interactions and animations.
  5. Custom Animation Reconstruction: Replay analyzes the changes in properties of UI elements across frames to reconstruct custom animations. This is achieved by identifying keyframes, timing functions, and transitions.
  6. Integration: The generated code can be easily integrated into existing projects.

Reconstructing Animations: A Deep Dive#

The ability to reconstruct animations from video is a key differentiator for Replay AI. Here's a simplified example of how we might reconstruct a simple fade-in animation:

typescript
// Reconstructed fade-in animation using React and CSS transitions import React, { useState, useEffect } from 'react'; const FadeIn = ({ children }) => { const [isVisible, setIsVisible] = useState(false); useEffect(() => { setIsVisible(true); }, []); return ( <div style={{ opacity: isVisible ? 1 : 0, transition: 'opacity 0.5s ease-in-out', // Reconstructed timing function }}> {children} </div> ); }; export default FadeIn;

This code snippet demonstrates how Replay AI can reconstruct a fade-in animation by analyzing the changes in opacity over time in the video recording. The

text
transition
property is crucial, and Replay can infer the
text
0.5s
duration and
text
ease-in-out
timing function from the video.

Step-by-Step Guide: Generating Code with Replay AI#

Here's a simplified example of how to generate code for a multi-page form with a custom loading animation:

Step 1: Record the UI#

Record a video of yourself interacting with the multi-page form, including:

  • Navigating between pages.
  • Filling out form fields.
  • Submitting the form.
  • Observing the loading animation.

Step 2: Upload to Replay AI#

Upload the video to Replay AI. The system will analyze the video and generate the corresponding code.

Step 3: Review and Refine#

Review the generated code and make any necessary adjustments. Replay AI provides tools for editing the code and customizing the UI.

Step 4: Integrate#

Integrate the generated code into your project.

Key Features of Replay AI#

  • Multi-page Generation: Generate code for complex UIs with multiple pages and flows.
  • Supabase Integration: Easily integrate with Supabase for backend functionality.
  • Style Injection: Customize the look and feel of the UI with custom styles.
  • Product Flow Maps: Visualize the user flow and interactions within the UI.

Comparison: Replay AI vs. Traditional Tools#

FeatureScreenshot-to-Codev0.devReplay AI
Video Input
Behavior AnalysisPartial
Animation Reconstruction
Multi-Page Support
Supabase IntegrationLimitedLimited
Custom Style InjectionBasicLimited

💡 Pro Tip: For best results, record your videos in a well-lit environment with a stable camera.

📝 Note: Replay AI is constantly evolving, and new features and improvements are being added regularly.

Real-World Use Cases#

Replay AI can be used in a variety of real-world scenarios, including:

  • Rapid Prototyping: Quickly generate prototypes of UIs from video recordings.
  • UI Modernization: Reconstruct legacy UIs from video recordings and modernize them with new technologies.
  • Code Generation from Mockups: Generate code from video recordings of UI mockups.
  • Automated Testing: Generate automated tests from video recordings of user interactions.

⚠️ Warning: While Replay AI strives for accuracy, it's crucial to review and test the generated code thoroughly before deploying it to production.

Frequently Asked Questions#

Is Replay AI free to use?#

Replay AI offers a free tier with limited features and usage. Paid plans are available for users who need more advanced features and higher usage limits.

How is Replay AI different from v0.dev?#

While v0.dev can generate UI components from text prompts, Replay AI analyzes video recordings to understand user behavior and intent. This allows Replay AI to reconstruct more complex UIs, including animations and multi-page flows, with greater accuracy. Replay focuses on capturing existing UI behaviors, while v0.dev focuses on generative UI based on text descriptions.

What kind of animations can Replay AI reconstruct?#

Replay AI can reconstruct a wide range of animations, including:

  • Fade-in/fade-out animations.
  • Slide-in/slide-out animations.
  • Rotation animations.
  • Scale animations.
  • Transition animations.
  • Custom animations created with CSS or JavaScript.

What are the limitations of Replay AI?#

Replay AI is still under development, and there are some limitations:

  • The accuracy of the generated code depends on the quality of the video recording.
  • Complex animations may require manual adjustments.
  • The system may struggle with UIs that are poorly designed or inconsistent.

How does Replay AI handle privacy?#

Replay AI prioritizes user privacy. Video recordings are processed securely and are not shared with third parties. Users have full control over their data and can delete their recordings at any time.


Ready to try behavior-driven code generation? Get started with Replay - transform any video into working code in seconds.

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