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January 4, 20268 min readConvert a video

Convert a video prototype to a ready to use API driven web application within 15 minutes.

R
Replay Team
Developer Advocates

TL;DR: Convert video prototypes to fully functional, API-driven web applications in minutes using Replay's behavior-driven reconstruction engine.

From Video to API-Driven App: A 15-Minute Transformation#

The traditional route from prototype to production is riddled with friction. Design tools, handoff documents, and manual coding create bottlenecks that slow down development cycles. What if you could bypass these hurdles and translate a video of your product in action directly into a working web application, complete with API integration? That's the promise of Replay.

Replay leverages the power of Gemini to analyze video recordings of user flows, understand the intended behavior, and automatically generate clean, functional code. This approach, termed "Behavior-Driven Reconstruction," treats the video as the single source of truth, ensuring that the final application faithfully reflects the intended user experience.

The Problem with Traditional Prototype Handoff#

The conventional design-to-development workflow often looks like this:

  1. Design: Create a prototype in a design tool like Figma or Sketch.
  2. Handoff: Generate specifications and documentation for developers.
  3. Development: Manually code the application based on the design specifications.
  4. Iteration: Repeat the process based on user feedback and testing.

This process is time-consuming, error-prone, and can lead to inconsistencies between the design and the final product. Furthermore, it focuses on static visuals rather than dynamic user behavior.

Replay's Behavior-Driven Reconstruction: A Paradigm Shift#

Replay offers a fundamentally different approach. Instead of relying on static design files, Replay analyzes video recordings of users interacting with a prototype. This allows Replay to understand the intent behind each action, not just the visual appearance of the interface.

Here's how Replay achieves this:

  1. Video Input: Upload a video recording of your prototype or user flow.
  2. Behavior Analysis: Replay analyzes the video, identifying UI elements, user actions (clicks, form submissions, etc.), and navigation patterns.
  3. Code Generation: Replay generates clean, well-structured code (React, Vue, etc.) that replicates the observed behavior.
  4. API Integration: Replay can automatically integrate with backend services like Supabase to fetch and persist data.
  5. Style Injection: Replay uses the video to infer the styling and inject it into the generated components.

Why Video? Understanding User Intent#

The critical difference between Replay and other code generation tools is its use of video as input. Screenshots-to-code tools can only recreate the appearance of a UI. Replay, on the other hand, understands how the UI is used. This allows for more accurate and functional code generation, especially for dynamic applications with complex user flows.

FeatureScreenshot-to-CodeReplay
InputStatic ScreenshotsVideo Recordings
Behavior AnalysisLimitedComprehensive
Code QualityBasicAdvanced, Optimized
API IntegrationManualAutomated
Understanding User IntentNoYes
Multi-page generationLimited

Converting a Video Prototype in 15 Minutes: A Step-by-Step Guide#

Let's walk through the process of converting a video prototype into a functional, API-driven web application using Replay. For this example, we'll assume you have a video recording of a user interacting with a simple to-do list application. The video shows the user adding tasks, marking them as complete, and deleting them.

Step 1: Upload Your Video to Replay

Start by uploading your video recording to the Replay platform. Replay supports various video formats (MP4, MOV, etc.).

Step 2: Configure Project Settings

Once the video is uploaded, configure your project settings. This includes specifying the target framework (React, Vue, etc.), the desired API integration (Supabase, REST API), and any custom styling options.

Step 3: Replay Analyzes the Video

Replay will now analyze the video, identifying UI elements, user actions, and data dependencies. This process typically takes a few minutes, depending on the length and complexity of the video.

Step 4: Review and Refine the Generated Code

After the analysis is complete, Replay will present you with the generated code. Review the code to ensure it accurately reflects the intended behavior. You can make minor adjustments to the code directly within the Replay editor.

💡 Pro Tip: The more clearly defined the user flow in the video, the more accurate the generated code will be. Ensure the video captures all relevant user actions and data inputs.

Step 5: Integrate with Supabase (or Your Preferred Backend)

Replay can automatically integrate with Supabase to persist and retrieve data. To enable this integration, you'll need to provide your Supabase API URL and API key. Replay will then generate the necessary code to interact with your Supabase database.

Here's an example of how Replay might generate code to fetch to-do items from Supabase:

typescript
// Generated by Replay import { createClient } from '@supabase/supabase-js'; const supabaseUrl = 'YOUR_SUPABASE_URL'; const supabaseKey = 'YOUR_SUPABASE_ANON_KEY'; const supabase = createClient(supabaseUrl, supabaseKey); const fetchTodos = async () => { const { data, error } = await supabase .from('todos') .select('*') .order('created_at', { ascending: false }); if (error) { console.error('Error fetching todos:', error); return []; } return data; }; export default fetchTodos;

Step 6: Deploy Your Application

Once you're satisfied with the generated code and API integration, you can deploy your application to your preferred hosting platform (Netlify, Vercel, etc.).

Key Benefits of Using Replay#

  • Faster Development Cycles: Reduce development time by automatically generating code from video prototypes.
  • Improved Accuracy: Ensure that the final application accurately reflects the intended user experience.
  • Reduced Errors: Minimize manual coding errors by automating the code generation process.
  • Enhanced Collaboration: Facilitate better communication between designers and developers by providing a single source of truth (the video).
  • Focus on Logic, Not Boilerplate: Spend more time on the unique aspects of your application and less on repetitive coding tasks.
  • Automatic Product Flow maps: Understand user journeys at a glance

Real-World Use Cases#

Replay can be used in a variety of scenarios, including:

  • Rapid Prototyping: Quickly create functional prototypes from video recordings of user flows.
  • User Testing: Generate code from user testing videos to identify usability issues and improve the user experience.
  • Legacy System Modernization: Reconstruct legacy applications from video recordings to modernize them.
  • Design System Implementation: Generate code from design system documentation videos to ensure consistency across your applications.

⚠️ Warning: Replay is not a magic bullet. While it can significantly accelerate the development process, it's important to review and refine the generated code to ensure it meets your specific requirements.

Style Injection#

Replay doesn't just generate functional code; it also attempts to replicate the visual style of the prototype in the video. It analyzes the video to extract colors, fonts, and other styling information and injects it into the generated components.

📝 Note: The accuracy of the style injection depends on the quality of the video and the complexity of the styling. You may need to make manual adjustments to the generated CSS to achieve the desired look and feel.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

While both Replay and v0.dev aim to accelerate the development process, they differ in their approach. v0.dev relies on AI to generate code based on text prompts, while Replay uses video recordings as the primary input. Replay's behavior-driven reconstruction approach allows for more accurate and functional code generation, especially for dynamic applications with complex user flows. V0.dev does not analyze user behavior, and has limited capacity for multi-page generation.

What frameworks does Replay support?#

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

What kind of videos work best with Replay?#

Videos with clear user flows, well-defined UI elements, and consistent styling will produce the best results. Avoid videos with excessive camera movement, poor lighting, or cluttered UI.

Can I customize the generated code?#

Yes, you can customize the generated code directly within the Replay editor. You can also download the code and modify it in your preferred IDE.

Does Replay support API integration with other backend services besides Supabase?#

Yes, Replay supports integration with REST APIs. You can configure the API endpoints and data mappings within the Replay project settings.


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