Back to Blog
January 5, 20266 min readReplay AI for

Replay AI for Building Mobile UI with Advanced Transitions from Video Input

R
Replay Team
Developer Advocates

TL;DR: Replay AI revolutionizes mobile UI development by directly translating video recordings of user flows into functional code, including complex transitions, saving developers countless hours of manual reconstruction.

The promise of AI-powered code generation is often undermined by its reliance on static screenshots. Screenshots are snapshots, not stories. They miss the crucial context of user behavior, especially the nuances of mobile UI transitions that define a smooth and engaging user experience. Current "screenshot-to-code" tools deliver brittle, incomplete results. We need a new paradigm.

Behavior-Driven Reconstruction: Video as the Source of Truth#

Replay AI tackles this problem head-on by analyzing video recordings of user interactions. This "Behavior-Driven Reconstruction" approach leverages the power of Gemini to understand the intent behind each tap, swipe, and animation. Replay reconstructs not just the visual elements, but also the underlying logic and transitions that bring a mobile UI to life.

This is a game-changer for mobile developers. Imagine capturing a video of a competitor's app flow, a user testing session, or even a whiteboard sketch, and instantly generating functional code that you can customize and integrate into your project. No more tedious manual coding of animations and transitions. Replay handles the heavy lifting, allowing you to focus on the creative aspects of your app.

Replay vs. Screenshot-to-Code: A Head-to-Head Comparison#

The difference between Replay and traditional screenshot-to-code tools is stark. Here's a breakdown:

FeatureScreenshot-to-CodeReplay
InputStatic ScreenshotsVideo Recordings
Behavior AnalysisLimited, relies on visual cuesDeep understanding of user actions, intent, and transitions
Transition ReconstructionMinimal or Non-ExistentAutomatic reconstruction of complex animations and transitions
Code QualityOften brittle and incompleteFunctional, customizable, and production-ready
Multi-Page SupportLimitedSeamless generation of multi-page flows from a single video
Contextual UnderstandingPoorExcellent, understands the flow and relationships between UI elements
Learning CurveLowLow

📝 Note: The limitations of screenshot-to-code tools become painfully obvious when dealing with anything beyond the simplest static UIs.

Building Mobile UI with Replay: A Step-by-Step Guide#

Let's walk through the process of using Replay to generate a mobile UI with advanced transitions from a video recording.

Step 1: Capture the Video#

Record a video of the desired user flow. This could be a demo of an existing app, a user testing session, or even a rough prototype. Ensure the video is clear and captures all interactions accurately.

💡 Pro Tip: A stable recording with good lighting is crucial for optimal results.

Step 2: Upload to Replay#

Upload the video to the Replay platform. Replay's AI engine will begin analyzing the video, identifying UI elements, user actions, and transitions.

Step 3: Review and Customize#

Once the analysis is complete, Replay presents a reconstructed UI with functional code. Review the generated code and make any necessary customizations.

Step 4: Integrate into Your Project#

Download the generated code and integrate it into your mobile app project. Replay supports various frameworks and languages, including React Native, Flutter, and Swift.

Reconstructing Complex Transitions: A Code Example#

One of Replay's key strengths is its ability to reconstruct complex transitions. For example, consider a shared element transition between two screens, where an image smoothly animates from a thumbnail in a list to a larger view in a detail screen.

Here's a simplified example of the type of code Replay might generate for such a transition in React Native, using the

text
react-native-shared-element
library:

typescript
import React from 'react'; import { View, Image, StyleSheet, TouchableOpacity } from 'react-native'; import { SharedElement } from 'react-navigation-shared-element'; import { useNavigation } from '@react-navigation/native'; const ListItem = ({ item }) => { const navigation = useNavigation(); return ( <TouchableOpacity onPress={() => navigation.navigate('Detail', { item })}> <View style={styles.itemContainer}> <SharedElement id={`item.${item.id}.image`}> <Image source={{ uri: item.imageUrl }} style={styles.itemImage} /> </SharedElement> </View> </TouchableOpacity> ); }; const DetailScreen = ({ route }) => { const { item } = route.params; return ( <View style={styles.detailContainer}> <SharedElement id={`item.${item.id}.image`}> <Image source={{ uri: item.imageUrl }} style={styles.detailImage} /> </SharedElement> </View> ); }; DetailScreen.sharedElements = (route, otherRoute, showing) => { const { item } = route.params; return [`item.${item.id}.image`]; }; const styles = StyleSheet.create({ itemContainer: { width: 100, height: 100, margin: 10, }, itemImage: { width: '100%', height: '100%', resizeMode: 'cover', }, detailContainer: { flex: 1, alignItems: 'center', justifyContent: 'center', }, detailImage: { width: 300, height: 300, resizeMode: 'contain', }, }); export { ListItem, DetailScreen };

Replay not only generates the basic UI structure but also infers the correct use of shared element transitions based on the video analysis. This saves developers from having to manually implement these complex animations, which can be time-consuming and error-prone.

Beyond Basic Code Generation: Replay's Advanced Features#

Replay offers a range of advanced features that go beyond basic code generation:

  • Multi-page Generation: Generate complete multi-page flows from a single video recording. Replay intelligently identifies the relationships between different screens and creates a cohesive UI.
  • Supabase Integration: Seamlessly integrate with Supabase for backend functionality, including data storage and authentication.
  • Style Injection: Inject custom styles to match your app's design system.
  • Product Flow Maps: Visualize the user flow reconstructed from the video, providing a clear overview of the app's functionality.

The Future of Mobile UI Development#

Replay represents a significant step forward in AI-powered code generation. By focusing on behavior-driven reconstruction and leveraging the power of video analysis, Replay unlocks new possibilities for mobile UI development. Developers can now rapidly prototype, iterate, and build complex UIs with minimal manual coding.

⚠️ Warning: While Replay automates many aspects of UI development, it's essential to understand the generated code and customize it to meet your specific needs. Replay is a powerful tool, but it's not a replacement for skilled developers.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

While both Replay and v0.dev aim to generate code from AI, Replay distinguishes itself by using video input instead of text prompts. This allows Replay to capture user behavior and reconstruct complex transitions, which is not possible with text-based prompts.

What frameworks does Replay support?#

Replay currently supports React Native, Flutter, and Swift. Support for other frameworks is planned for the future.

How accurate is Replay's code generation?#

Replay's accuracy is constantly improving as the AI engine is trained on more data. However, it's important to review and customize the generated code to ensure it meets your specific requirements.

Can I use Replay to generate code for web apps?#

While Replay is primarily focused on mobile UI development, it can also be used to generate code for web apps with responsive designs.


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