Back to Blog
January 4, 20267 min readSolve Prototype to

Solve Prototype to Production: Replay AI Turns Video into 100% Functional UIs

R
Replay Team
Developer Advocates

TL;DR: Replay AI leverages video analysis and behavior-driven reconstruction to generate fully functional UIs directly from screen recordings, bridging the gap between prototype and production with unprecedented speed and accuracy.

The holy grail of software development is a seamless transition from prototype to production. Traditional methods are fraught with friction: miscommunication, manual coding, and the inevitable "lost in translation" moments between design and implementation. What if you could bypass these bottlenecks and generate fully functional UI code directly from a video of your prototype in action? That's the promise of Replay.

The Prototype-to-Production Problem#

The traditional workflow looks something like this:

  1. Designers create prototypes using tools like Figma or Adobe XD.
  2. Design specifications are handed off to developers.
  3. Developers interpret the design and write code to implement it.
  4. Testing and iteration reveal discrepancies between the design and the implementation.
  5. The process repeats, often multiple times.

This process is time-consuming, error-prone, and expensive. Key issues include:

  • Subjective Interpretation: Developers interpret designs differently, leading to inconsistencies.
  • Manual Coding: Writing UI code from scratch is repetitive and tedious.
  • Communication Overhead: Constant communication is required to clarify design intent.
  • Design Drift: The final product often deviates from the original design.

The result? Delayed releases, increased costs, and frustrated teams.

Introducing Replay: Behavior-Driven Reconstruction#

Replay offers a revolutionary approach: video-to-code generation powered by Gemini AI. Instead of relying on static screenshots or design specifications, Replay analyzes video of your prototype in action. This "Behavior-Driven Reconstruction" allows Replay to understand not just what the UI looks like, but how it's intended to be used.

Here's how Replay solves the prototype-to-production problem:

  • Video as Source of Truth: Replay uses video recordings as the single source of truth for UI behavior.
  • AI-Powered Analysis: Gemini AI analyzes the video to understand user interactions, state changes, and data flow.
  • Automated Code Generation: Replay generates clean, functional UI code in your preferred framework (React, Vue, etc.).
  • Seamless Integration: Replay integrates with your existing development workflow, allowing you to quickly iterate and deploy your UI.
FeatureScreenshot-to-CodeManual CodingReplay
Input TypeStatic ScreenshotsDesign SpecsVideo Recording
Behavior UnderstandingLimitedManualComprehensive
Code Generation AccuracyLowHighHigh
Time to ProductionLongVery LongShort
MaintenanceHighHighLow

Key Features of Replay#

Replay isn't just another screenshot-to-code tool. Its unique features set it apart:

  • Multi-Page Generation: Replay can generate code for entire applications, not just individual screens.
  • Supabase Integration: Seamlessly integrate your UI with Supabase for backend functionality.
  • Style Injection: Customize the look and feel of your UI with CSS or your favorite styling library.
  • Product Flow Maps: Visualize the user flow through your application.

Getting Started with Replay: A Step-by-Step Guide#

Here's a practical guide to using Replay to generate UI code from a video:

Step 1: Record Your Prototype#

Use any screen recording tool (e.g., Loom, QuickTime) to record a video of your prototype in action. Be sure to demonstrate all the key interactions and state changes. The clearer the video, the better the results.

💡 Pro Tip: Speak clearly while recording, explaining the purpose of each interaction. This provides valuable context for Replay's AI engine.

Step 2: Upload Your Video to Replay#

Navigate to the Replay platform and upload your video. Replay supports a variety of video formats (MP4, MOV, etc.).

Step 3: Configure Your Project#

Specify your desired framework (React, Vue, etc.), styling library (CSS, Tailwind CSS, etc.), and any other project settings.

Step 4: Review and Refine the Generated Code#

Replay will analyze your video and generate UI code. Review the code and make any necessary adjustments. You can edit the code directly within the Replay interface or download it to your local development environment.

typescript
// Example React component generated by Replay import React, { useState } from 'react'; const Counter = () => { const [count, setCount] = useState(0); const increment = () => { setCount(count + 1); }; const decrement = () => { setCount(count - 1); }; return ( <div> <h1>Counter: {count}</h1> <button onClick={increment}>Increment</button> <button onClick={decrement}>Decrement</button> </div> ); }; export default Counter;

📝 Note: Replay intelligently detects button clicks, text input, and other user interactions to generate the appropriate event handlers and state updates.

Step 5: Integrate with Your Backend (Optional)#

If your UI interacts with a backend, you can integrate the generated code with your existing API endpoints. Replay simplifies this process by providing code snippets for common backend operations.

javascript
// Example of fetching data from an API using useEffect in React import React, { useState, useEffect } from 'react'; const DataDisplay = () => { const [data, setData] = useState(null); useEffect(() => { const fetchData = async () => { const response = await fetch('/api/data'); const jsonData = await response.json(); setData(jsonData); }; fetchData(); }, []); // Empty dependency array ensures this runs only once on mount if (!data) { return <div>Loading...</div>; } return ( <div> <h2>Data:</h2> <pre>{JSON.stringify(data, null, 2)}</pre> </div> ); }; export default DataDisplay;

⚠️ Warning: Always sanitize user input and validate data on both the client and server to prevent security vulnerabilities.

Step 6: Deploy Your UI#

Once you're satisfied with the generated code, deploy your UI to your preferred hosting provider.

Benefits of Using Replay#

  • Accelerated Development: Generate UI code in minutes, not days.
  • Reduced Costs: Minimize manual coding and reduce the risk of errors.
  • Improved Communication: Ensure that the final product matches the original design.
  • Enhanced Collaboration: Empower designers and developers to work together more effectively.
  • Faster Iteration: Quickly iterate on your UI based on user feedback.

Replay in Action: Use Cases#

Replay is ideal for a wide range of use cases, including:

  • Rapid Prototyping: Quickly create functional prototypes to test your ideas.
  • UI Component Libraries: Generate reusable UI components from video recordings.
  • Legacy Code Modernization: Reconstruct UI code from video demos of existing applications.
  • Mobile App Development: Generate native mobile app UIs from video recordings of mobile prototypes.
  • E-commerce Development: Build product pages, shopping carts, and checkout flows from video demos.
  • Clear benefit: Significantly reduces development time and resources.
  • Clear benefit: Ensures design fidelity from prototype to production.
  • Clear benefit: Empowers rapid iteration and experimentation.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

While both tools aim to accelerate UI development, Replay uses a unique video-to-code approach. v0.dev primarily uses text prompts, whereas Replay analyzes visual behavior, leading to a more accurate and behaviorally-driven reconstruction of the UI. Replay's behavior-driven approach understands user intent from watching a video, not just the appearance of the UI elements.

What frameworks does Replay support?#

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

What if the generated code isn't perfect?#

Replay's AI engine is constantly learning and improving. If you encounter any issues, you can provide feedback to help us improve the accuracy of the generated code. You can also manually edit the code to make any necessary adjustments.

How secure is Replay?#

Replay uses industry-standard security measures to protect your data. All video uploads and code generation processes are encrypted.


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

Ready to try Replay?

Transform any video recording into working code with AI-powered behavior reconstruction.

Launch Replay Free