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January 5, 20267 min readReplay AI for

Replay AI for Building Native iOS Apps With Swift UI - The 2026 Guide

R
Replay Team
Developer Advocates

TL;DR: Replay AI reconstructs fully functional iOS apps with SwiftUI from screen recordings, enabling rapid prototyping and development based on observed user behavior.

Replay AI: Revolutionizing iOS Development with Behavior-Driven Reconstruction#

The future of iOS development isn't about meticulously crafting every line of code from scratch. It's about leveraging AI to understand user intent and generate working UI directly from observed behavior. Screenshot-to-code tools offer a glimpse into this future, but they fundamentally misunderstand the problem. They focus on visuals, not actions. Replay AI changes everything.

Replay analyzes video recordings of user interactions and, using advanced AI models, reconstructs fully functional iOS apps with SwiftUI. This "Behavior-Driven Reconstruction" approach dramatically accelerates the development process, allowing you to iterate faster and build more user-centric applications. This 2026 guide dives into how Replay is transforming iOS development.

The Problem with Screenshot-to-Code: A Superficial Understanding#

Screenshot-to-code tools are limited by their reliance on static images. They can generate a basic UI based on visual elements, but they lack the context of user behavior and the dynamic interactions that define a real application. They cannot infer the underlying logic or data flow.

For example, a screenshot of a login screen can be translated into UI elements like text fields and a button. However, the tool doesn't know:

  • What happens when the button is pressed?
  • How the data is validated?
  • Where the user is redirected after successful login?

Replay addresses these limitations by analyzing video, capturing the dynamic flow of user interactions.

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

Replay uses video as the source of truth, analyzing user behavior and intent to reconstruct functional UI. This approach unlocks several key advantages:

  • Understanding User Flows: Replay maps out the entire user flow, from initial interaction to final outcome.
  • Inferring Logic: Replay can infer the underlying logic based on observed behavior, generating code that accurately reflects the intended functionality.
  • Dynamic UI Generation: Replay creates dynamic UI elements that respond to user input and data changes.

Here's a comparison of Replay against traditional screenshot-to-code tools and even advanced UI generation platforms like v0.dev:

FeatureScreenshot-to-Codev0.devReplay
Input SourceStatic ScreenshotsText PromptsVideo Recordings
Behavior AnalysisPartial (based on prompt)
Multi-Page App GenerationLimited
Functional Code GenerationLimited
Supabase Integration
Style InjectionBasic
Product Flow Maps
SwiftUI SupportPartialPartial

Building Native iOS Apps with SwiftUI: A Step-by-Step Guide Using Replay#

Let's walk through the process of building a simple iOS app using Replay. In this example, we'll reconstruct a basic to-do list app.

Step 1: Record the User Flow#

Record a video of yourself interacting with a to-do list app. This could be an existing app or a prototype you've created. Be sure to demonstrate all the key features:

  • Adding a new task
  • Marking a task as complete
  • Deleting a task

📝 Note: The clearer and more comprehensive the video, the better Replay will be able to understand the user flow and generate accurate code.

Step 2: Upload the Video to Replay#

Upload the video recording to the Replay platform. Replay will automatically analyze the video and generate a product flow map, visualizing the different screens and interactions within the app.

Step 3: Review and Refine the Generated Code#

Replay will generate SwiftUI code for the entire app, including UI elements, data models, and event handlers. Review the generated code and make any necessary refinements.

swift
// Example of generated SwiftUI code for adding a new task struct ContentView: View { @State private var tasks: [String] = [] @State private var newTask: String = "" var body: some View { VStack { List { ForEach(tasks, id: \.self) { task in Text(task) } } HStack { TextField("New task", text: $newTask) Button("Add") { tasks.append(newTask) newTask = "" } } .padding() } } }

💡 Pro Tip: Replay allows you to inject custom styles and integrate with backend services like Supabase to further customize the generated app.

Step 4: Integrate with Supabase (Optional)#

Replay seamlessly integrates with Supabase, allowing you to easily connect your app to a backend database. This enables you to store and retrieve data, implement user authentication, and add other advanced features.

typescript
// Example of Supabase integration for fetching tasks import { createClient } from '@supabase/supabase-js' const supabaseUrl = 'YOUR_SUPABASE_URL' const supabaseKey = 'YOUR_SUPABASE_ANON_KEY' const supabase = createClient(supabaseUrl, supabaseKey) const fetchTasks = async () => { const { data, error } = await supabase .from('tasks') .select('*') if (error) { console.error('Error fetching tasks:', error) return [] } return data }

Step 5: Deploy to the App Store#

Once you've reviewed and refined the generated code, you can deploy your app to the App Store. Replay provides all the necessary tools and resources to streamline the deployment process.

Replay's Key Features: A Deep Dive#

  • Multi-Page Generation: Replay can generate entire multi-page applications from a single video recording, understanding the relationships between different screens and user flows.
  • Supabase Integration: Seamlessly integrate your app with Supabase for backend data storage and management.
  • Style Injection: Customize the look and feel of your app by injecting custom CSS styles.
  • Product Flow Maps: Visualize the user flow within your app with automatically generated product flow maps. These maps help identify potential bottlenecks and areas for improvement.
  • SwiftUI Native Code: Replay generates clean, well-structured SwiftUI code that is easy to understand and maintain.
  • Behavioral Understanding: Understands user intent from video, unlike screenshot-to-code that just recreates visuals.

Addressing Common Concerns#

⚠️ Warning: Replay requires a clear and comprehensive video recording to generate accurate code. Poor quality video or incomplete user flows may result in inaccurate or incomplete code generation.

  • Code Quality: Replay generates clean, well-structured code that is easy to understand and maintain. However, it's important to review the generated code and make any necessary refinements.
  • Accuracy: Replay uses advanced AI models to ensure the accuracy of the generated code. However, the accuracy of the code depends on the quality of the video recording and the complexity of the user flow.
  • Customization: Replay allows you to customize the generated code by injecting custom styles and integrating with backend services like Supabase.

The Future of iOS Development: Replay and Beyond#

Replay is just the beginning. As AI technology continues to evolve, we can expect to see even more sophisticated tools that automate the development process and empower developers to build better apps faster. The future of iOS development is about leveraging AI to understand user intent and generate working UI directly from observed behavior. Replay is leading the way.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

Replay uses video as input, analyzing user behavior to generate code. v0.dev uses text prompts and focuses more on UI generation than functional reconstruction. Replay understands user intent; v0.dev generates based on instructions.

What type of video should I upload?#

The video should clearly show the user interacting with the UI, demonstrating all the key features and user flows. Ensure good lighting and stable recording for best results.

What if Replay generates incorrect code?#

You can manually edit the generated code to correct any errors. Replay also provides tools for refining the code and integrating with other development tools.

Does Replay support other UI frameworks besides SwiftUI?#

Currently, Replay focuses on SwiftUI for native iOS app development. Support for other frameworks may be added in the future.


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