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January 5, 20266 min readCutting Sprint Planning

Cutting Sprint Planning Time: Let AI Build Your Component Library

R
Replay Team
Developer Advocates

TL;DR: Replay leverages video analysis and AI to automatically generate reusable UI components, dramatically reducing sprint planning and development time.

Stop planning components. Start using them.

We've all been there: endless sprint planning meetings, agonizing over UI details, and meticulously defining components that, let's be honest, are often variations of things we've built a hundred times before. The problem isn't a lack of skill; it's a lack of leverage. We're reinventing the wheel, sprint after sprint.

What if I told you that AI could build your component library for you, based on real user behavior?

Enter Replay, the behavior-driven code generation engine. Replay analyzes video recordings of user interactions to reconstruct fully functional UI components. This isn't just screenshot-to-code; it's behavior-to-code. We're talking about understanding user flows, identifying patterns, and automatically generating reusable React (or Vue, or Svelte...) components, complete with styling and interactions.

Reclaim Your Sprint Planning Time#

The traditional sprint planning process for UI development is a time sink. It typically involves:

  1. Reviewing user stories and mockups.
  2. Identifying necessary UI components.
  3. Discussing component behavior and styling.
  4. Estimating development effort.
  5. Assigning tasks.

This process can take hours, even days, depending on the complexity of the project. Replay directly addresses steps 2-4, slashing planning time and freeing up developers to focus on more complex logic and features.

How? By automatically generating a working component library based on real-world user interactions. Imagine showing Replay a video of a user completing a checkout flow, and it automatically generates a fully functional "CheckoutButton" component, complete with styling and event handlers.

Behavior-Driven Reconstruction: The Replay Advantage#

The key difference between Replay and other code generation tools is its focus on behavior. Screenshot-to-code tools simply render a static image into HTML and CSS. They don't understand the underlying logic or user intent. Replay, on the other hand, analyzes the video of the user interaction. This allows it to:

  • Understand user flows and interactions.
  • Identify reusable components based on their behavior.
  • Generate code that accurately reflects the intended functionality.

Consider this comparison:

FeatureScreenshot-to-Codev0.devReplay
InputStatic ImageText PromptVideo Recording
Behavior AnalysisPartial (based on prompt)
Component IdentificationLimitedLimitedAdvanced
Multi-Page Generation
AccuracyLowMediumHigh
Understanding of User IntentNoneLimitedDeep
ReusabilityLowMediumHigh

Replay's video analysis engine, powered by Gemini, allows it to understand the why behind the UI, not just the what. This leads to more accurate, reusable, and maintainable code.

Building a Component Library with Replay: A Step-by-Step Guide#

Let's walk through a simple example of how to use Replay to build a component library. We'll use a video recording of a user interacting with a simple e-commerce website.

Step 1: Record the User Flow#

Record a video of a user completing a typical task on your website or application. For example, adding an item to a cart and proceeding to checkout. Ensure the video is clear and captures all relevant user interactions.

💡 Pro Tip: Use a screen recording tool that captures mouse movements and clicks for optimal analysis.

Step 2: Upload the Video to Replay#

Upload the video recording to the Replay platform. Replay will automatically analyze the video and identify potential UI components.

Step 3: Review and Refine the Generated Components#

Replay will present you with a list of generated components, along with previews and code snippets. Review each component and make any necessary adjustments.

📝 Note: Replay offers options to customize the generated code, including selecting the target framework (React, Vue, Svelte), styling options (CSS, Styled Components, Tailwind), and data integration (Supabase, REST APIs).

Step 4: Integrate the Components into Your Project#

Download the generated code and integrate the components into your project. You can then use these components throughout your application, saving you time and effort.

Here's an example of a React component generated by Replay:

typescript
// Generated by Replay import React from 'react'; import styled from 'styled-components'; interface ButtonProps { onClick: () => void; children: React.ReactNode; } const StyledButton = styled.button` background-color: #007bff; color: white; padding: 10px 20px; border: none; border-radius: 5px; cursor: pointer; &:hover { background-color: #0056b3; } `; const CheckoutButton: React.FC<ButtonProps> = ({ onClick, children }) => { return <StyledButton onClick={onClick}>{children}</StyledButton>; }; export default CheckoutButton;

This is a fully functional React component that can be used in your application. The styling is based on the visual appearance of the button in the video recording.

Step 5: Leverage Product Flow Maps#

Replay doesn't just generate individual components; it also constructs "Product Flow Maps." These maps visualize the user's journey through your application, highlighting key interactions and dependencies between components. This provides valuable insights into user behavior and helps you optimize your UI for better user experience.

Cutting Sprint Planning: Real-World Impact#

The impact of Replay on sprint planning time is significant. By automating the component identification and development process, Replay can reduce sprint planning time by up to 50%. This translates to:

  • Faster development cycles
  • Reduced development costs
  • Increased developer productivity
  • More time for innovation and strategic initiatives

⚠️ Warning: While Replay automates a significant portion of the UI development process, it's crucial to review and refine the generated code to ensure it meets your specific requirements.

Beyond Component Libraries: Other Use Cases#

While building component libraries is a primary use case for Replay, its capabilities extend beyond that. Replay can also be used for:

  • Rapid prototyping
  • UI modernization
  • Automated testing
  • Generating documentation

By leveraging the power of video analysis and AI, Replay unlocks a new level of efficiency and productivity in UI development.

Frequently Asked Questions#

Is Replay free to use?#

Replay offers a free trial with limited features. Paid plans are available for more advanced features and usage. Check the Replay pricing page for details.

How is Replay different from v0.dev?#

v0.dev uses text prompts to generate UI code. Replay uses video recordings of user interactions, enabling it to understand user behavior and generate more accurate and reusable components. Replay also offers features like multi-page generation and product flow maps, which are not available in v0.dev.

What frameworks does Replay support?#

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

How accurate is the generated code?#

Replay's accuracy is high, but it's important to review and refine the generated code to ensure it meets your specific requirements. The accuracy depends on the quality of the video recording and the complexity of the UI.

Does Replay integrate with other tools?#

✅ Yes, Replay integrates with Supabase for data integration and supports various styling options (CSS, Styled Components, Tailwind). More integrations are planned for future releases.


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