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January 4, 20268 min readHow to Reconstruct

How to Reconstruct a Social Media App Feed from Video to React Native with Replay

R
Replay Team
Developer Advocates

TL;DR: Reconstruct a fully functional React Native social media feed from a screen recording using Replay's behavior-driven reconstruction, complete with Supabase integration and style injection.

The dream of instantly translating ideas into working code is closer than ever. We've all seen screenshot-to-code tools, but they often fall short. They can generate static UI, but they don't understand behavior. What if you could record a video of yourself interacting with a social media app and have that video automatically turned into a working React Native application?

That's the power of Replay. It's a video-to-code engine that uses Gemini to reconstruct working UI from screen recordings, understanding not just what the user sees, but what they're trying to do. Let's dive into how you can reconstruct a social media app feed from a simple video.

Understanding Behavior-Driven Reconstruction#

Traditional code generation relies on static images or mockups. Replay takes a different approach: Behavior-Driven Reconstruction. It analyzes video to understand user intent and reconstructs the UI accordingly. This means Replay can infer actions like scrolling, tapping, and data entry, and translate them into functional code.

Here's a comparison of different code generation approaches:

FeatureScreenshot-to-CodeMockup-to-CodeReplay
InputStatic ImageDesign FileVideo
Behavior AnalysisLimited
Dynamic UILimited
Data IntegrationLimited
AccuracyLowMediumHigh
Understanding User Intent

Replay leverages video as the source of truth. By analyzing the visual changes over time, it can understand the relationships between UI elements and user interactions. This allows for the generation of dynamic, data-driven applications.

Reconstructing a Social Media Feed: A Step-by-Step Guide#

Let's walk through the process of reconstructing a social media app feed using Replay. We'll focus on React Native for the frontend and Supabase for the backend.

Step 1: Recording the Video#

The first step is to record a video of yourself interacting with a social media app feed. Here are some tips for creating a good recording:

  • Clear and steady: Ensure the video is clear and stable, without excessive shaking.
  • Show interactions: Demonstrate key interactions like scrolling, liking posts, and commenting.
  • Realistic data: Use realistic data in the feed to help Replay understand the context.
  • Multi-page navigation: If your app has multiple pages, navigate through them in the video to capture the overall structure.

💡 Pro Tip: Narrate your actions while recording the video. This can provide valuable context for Replay and improve the accuracy of the reconstruction.

Step 2: Uploading to Replay#

Once you have your video, upload it to Replay. The platform will process the video and begin analyzing the UI and user interactions. This process may take a few minutes, depending on the length of the video and the complexity of the UI.

Step 3: Reviewing the Reconstructed Code#

After processing, Replay will present you with the reconstructed code. This includes React Native components for the UI, as well as the logic for handling user interactions.

Here's an example of a generated React Native component for a social media post:

typescript
// Generated by Replay import React from 'react'; import { View, Text, Image, TouchableOpacity, StyleSheet } from 'react-native'; interface PostProps { username: string; profileImage: string; content: string; likes: number; comments: number; } const Post: React.FC<PostProps> = ({ username, profileImage, content, likes, comments }) => { return ( <View style={styles.postContainer}> <View style={styles.header}> <Image source={{ uri: profileImage }} style={styles.profileImage} /> <Text style={styles.username}>{username}</Text> </View> <Text style={styles.content}>{content}</Text> <View style={styles.footer}> <TouchableOpacity style={styles.likeButton}> <Text>Like ({likes})</Text> </TouchableOpacity> <TouchableOpacity style={styles.commentButton}> <Text>Comment ({comments})</Text> </TouchableOpacity> </View> </View> ); }; const styles = StyleSheet.create({ postContainer: { backgroundColor: '#fff', padding: 10, marginBottom: 10, borderRadius: 5, }, header: { flexDirection: 'row', alignItems: 'center', marginBottom: 5, }, profileImage: { width: 30, height: 30, borderRadius: 15, marginRight: 5, }, username: { fontWeight: 'bold', }, content: { fontSize: 16, }, footer: { flexDirection: 'row', justifyContent: 'space-around', marginTop: 5, }, likeButton: { padding: 5, backgroundColor: '#eee', borderRadius: 3, }, commentButton: { padding: 5, backgroundColor: '#eee', borderRadius: 3, }, }); export default Post;

This code provides a basic structure for a social media post, including the username, profile image, content, and like/comment counts. Replay infers the styling from the video and generates corresponding StyleSheet rules.

Step 4: Integrating with Supabase#

To make the feed dynamic, we need to integrate it with a backend. Replay supports Supabase integration, making it easy to fetch and display data from a database.

Here's how you can integrate the reconstructed code with Supabase:

  1. Create a Supabase project: If you don't already have one, create a new Supabase project and set up a database table for your social media posts.
  2. Configure Replay: In Replay, configure the Supabase integration by providing your project URL and API key.
  3. Update the code: Modify the generated React Native code to fetch data from Supabase.

Here's an example of how to fetch data from Supabase and display it in the feed:

typescript
// Updated code with Supabase integration import React, { useState, useEffect } from 'react'; import { View, FlatList } from 'react-native'; import Post from './Post'; // Assuming the Post component from above // Supabase client (install supabase-js) import { createClient } from '@supabase/supabase-js'; const supabaseUrl = 'YOUR_SUPABASE_URL'; const supabaseKey = 'YOUR_SUPABASE_ANON_KEY'; const supabase = createClient(supabaseUrl, supabaseKey); const Feed = () => { const [posts, setPosts] = useState([]); useEffect(() => { const fetchPosts = async () => { const { data, error } = await supabase .from('posts') .select('*') .order('created_at', { ascending: false }); if (error) { console.error('Error fetching posts:', error); } else { setPosts(data); } }; fetchPosts(); }, []); return ( <View> <FlatList data={posts} keyExtractor={(item) => item.id.toString()} renderItem={({ item }) => ( <Post username={item.username} profileImage={item.profile_image} content={item.content} likes={item.likes} comments={item.comments} /> )} /> </View> ); }; export default Feed;

This code fetches posts from the Supabase database and displays them in a

text
FlatList
. Remember to replace
text
YOUR_SUPABASE_URL
and
text
YOUR_SUPABASE_ANON_KEY
with your actual Supabase credentials. Replay can help you generate the basic component structure, saving you significant time.

Step 5: Style Injection and Customization#

Replay automatically infers styles from the video and generates corresponding CSS or React Native styles. However, you may want to customize the styles to match your brand or design preferences.

Replay supports style injection, allowing you to override the default styles with your own custom styles. You can also use CSS preprocessors like Sass or Less to manage your styles more effectively.

⚠️ Warning: While Replay infers styles, it's important to review and refine them to ensure consistency and accessibility.

Step 6: Refining the Product Flow#

Replay reconstructs not just individual components, but also the overall product flow. This means it can infer the relationships between different screens and generate navigation logic accordingly.

However, you may need to refine the product flow to ensure it matches your desired user experience. Replay provides tools for visualizing and editing the product flow, allowing you to easily add, remove, or modify screens and transitions.

Benefits of Using Replay#

Using Replay for code generation offers several key benefits:

  • Speed and Efficiency: Significantly reduces the time and effort required to build UI components.
  • Accuracy: Leverages video analysis to understand user intent and generate accurate code.
  • Data Integration: Seamlessly integrates with backends like Supabase for dynamic data display.
  • Customization: Allows for style injection and product flow refinement to match your specific needs.
  • Behavior-Driven Development: Focuses on user behavior, leading to more intuitive and user-friendly applications.

Frequently Asked Questions#

Is Replay free to use?#

Replay offers a free tier with limited features, as well as paid plans for more advanced capabilities. Check the pricing page for the latest details.

How is Replay different from v0.dev?#

While v0.dev focuses on AI-powered code generation from text prompts, Replay uses video analysis to understand user behavior and reconstruct working UI. Replay excels at capturing complex interactions and translating them into functional code. Replay analyzes video (not screenshots) to understand user behavior and intent.

What frameworks are supported by Replay?#

Currently, Replay primarily supports React and React Native. Support for other frameworks is planned for the future.

How accurate is the generated code?#

The accuracy of the generated code depends on the quality of the video and the complexity of the UI. However, Replay is designed to be highly accurate, and the generated code can be easily reviewed and modified.


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