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January 5, 20267 min readRebuilding a Finance

Rebuilding a Finance App UI: From Video Capture to Production-Ready React Code

R
Replay Team
Developer Advocates

TL;DR: Rebuilding complex UI from video is no longer science fiction; Replay uses behavior-driven reconstruction to generate production-ready React code from screen recordings, revolutionizing the speed and accuracy of UI development.

The "screenshot-to-code" dream is dead. It was a valiant effort, but ultimately, screenshots are static. They don't capture the user journey, the nuances of interaction, or the intent behind the clicks. If you're serious about rapid UI development and iteration, you need a solution that understands behavior, not just pixels.

That's where video comes in. And that's where Replay shines.

The Problem: UI Reconstruction is Painfully Slow#

Building UI is a bottleneck. Whether you're replicating a competitor's interface, prototyping a new feature based on user research videos, or simply trying to recreate a lost component, the traditional process is arduous:

  1. Manual Analysis: Watching videos, taking notes, and painstakingly mapping out the UI structure.
  2. Component Breakdown: Identifying reusable components and their properties.
  3. Code Implementation: Writing the actual React code, styling, and connecting to data sources.
  4. Testing and Refinement: Iterating on the UI based on feedback and usability testing.

This process is not only time-consuming but also prone to errors and inconsistencies. You're essentially relying on human interpretation of visual data, which is subjective and inefficient.

The Replay Solution: Behavior-Driven Reconstruction#

Replay takes a radically different approach. Instead of relying on static images, it analyzes video recordings to understand user behavior and reconstruct the UI accordingly. This "behavior-driven reconstruction" unlocks a new level of speed and accuracy in UI development.

Here's how it works:

  1. Video Input: Replay accepts video recordings of user interactions with a UI. This could be a screen recording of a competitor's app, a user testing session, or even a recording of a design prototype.
  2. Behavior Analysis: Replay uses Gemini to analyze the video, identifying UI elements, user actions (clicks, scrolls, form inputs), and the relationships between them. It understands what the user is doing and why.
  3. Code Generation: Based on the behavior analysis, Replay generates clean, production-ready React code, including components, styles, and data bindings.
  4. Iteration and Refinement: The generated code can be easily customized and integrated into your existing codebase. You can further refine the UI based on user feedback and iterate quickly.

Rebuilding a Finance App UI: A Practical Example#

Let's walk through a real-world example: rebuilding the UI of a popular finance app. Imagine you want to replicate a specific feature – say, the portfolio overview screen – to understand its design patterns or to create a similar feature in your own app.

Step 1: Capturing the Video#

Record a video of yourself interacting with the portfolio overview screen of the target finance app. Be sure to capture all the key interactions, such as scrolling through the list of assets, tapping on individual assets to view details, and using any filters or sorting options.

Step 2: Uploading to Replay#

Upload the video to Replay. The platform will automatically analyze the video and start reconstructing the UI.

Step 3: Reviewing the Generated Code#

Once the analysis is complete, Replay will present you with the generated React code. You'll see a breakdown of the UI into components, along with their corresponding styles and data bindings.

typescript
// Example generated React component for a portfolio item import React from 'react'; import styled from 'styled-components'; interface PortfolioItemProps { ticker: string; name: string; price: number; change: number; } const PortfolioItemContainer = styled.div` display: flex; justify-content: space-between; align-items: center; padding: 16px; border-bottom: 1px solid #eee; `; const Ticker = styled.span` font-weight: bold; `; const Price = styled.span` color: ${props => (props.change >= 0 ? 'green' : 'red')}; `; const PortfolioItem: React.FC<PortfolioItemProps> = ({ ticker, name, price, change }) => { return ( <PortfolioItemContainer> <div> <Ticker>{ticker}</Ticker> <div>{name}</div> </div> <div> <Price change={change}>{price.toFixed(2)}</Price> <div>{change.toFixed(2)}%</div> </div> </PortfolioItemContainer> ); }; export default PortfolioItem;

Step 4: Customizing and Integrating#

The generated code is a starting point. You can customize it to match your specific requirements and integrate it into your existing codebase. For example, you might want to:

  • Adjust the styles to match your brand's design system.
  • Connect the components to your own data sources.
  • Add new features or interactions.

Key Features of Replay#

Replay offers a range of features that make UI reconstruction faster, easier, and more accurate:

  • Multi-page Generation: Replay can handle complex UIs with multiple pages and flows, automatically generating the necessary components and routing logic.
  • Supabase Integration: Seamlessly integrate with Supabase for data storage and retrieval. Replay can automatically generate the necessary API calls and data models.
  • Style Injection: Inject custom styles into the generated code to match your brand's design system.
  • Product Flow Maps: Visualize the user flow through the UI, making it easier to understand the relationships between different components and pages.

Replay vs. Traditional Methods and Screenshot-to-Code#

Let's be honest, existing solutions fall short.

FeatureScreenshot-to-CodeManual ReconstructionReplay
Video Input✅ (but manual)
Behavior Analysis
Multi-Page SupportLimitedTedious
AccuracyLowMediumHigh
Time EfficiencyMediumLowHigh
Understanding of User IntentPartial

💡 Pro Tip: Use high-quality video recordings for optimal results. Clear visuals and consistent interactions will help Replay accurately analyze the UI.

The Benefits of Using Replay#

Replay offers a multitude of benefits for UI developers:

  • Faster Development: Reconstruct UIs in minutes instead of hours or days.
  • Improved Accuracy: Minimize errors and inconsistencies by relying on automated analysis.
  • Enhanced Collaboration: Share video recordings and generated code with your team for seamless collaboration.
  • Reduced Costs: Save time and resources by automating the UI reconstruction process.
  • Deeper Understanding: Gain insights into user behavior and design patterns by analyzing video recordings.

⚠️ Warning: Replay is not a magic bullet. While it significantly accelerates the UI reconstruction process, it still requires human oversight and customization. You'll need to review the generated code, adjust the styles, and connect the components to your data sources.

Why Video Analysis Matters#

The key difference between Replay and other UI generation tools is its ability to analyze video. This allows Replay to:

  • Understand User Intent: By observing user interactions, Replay can infer the user's goals and motivations.
  • Identify Key UI Elements: Replay can accurately identify UI elements, even if they are not visually distinct.
  • Recreate Complex Interactions: Replay can recreate complex interactions, such as drag-and-drop operations and animations.

📝 Note: Replay is constantly learning and improving its analysis capabilities. The more you use it, the more accurate and efficient it becomes.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

v0.dev primarily uses text prompts to generate UI code. Replay, on the other hand, analyzes video recordings to understand user behavior and reconstruct the UI accordingly. This allows Replay to generate more accurate and context-aware code. Replay is also focused on reconstructing existing UIs, while v0.dev is more geared towards generating new UIs from scratch.

What types of video recordings can Replay analyze?#

Replay can analyze a wide range of video recordings, including screen recordings, user testing sessions, and design prototypes. The video should be clear and show the user interacting with the UI in a natural way.

What frameworks and libraries does Replay support?#

Currently, Replay primarily supports React. Support for other frameworks and libraries is planned for future releases.

How secure is my video data?#

Replay uses industry-standard security measures to protect your video data. All videos are encrypted in transit and at rest. You can also choose to delete your videos at any time.


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