Back to Blog
January 5, 20267 min readReplay AI for

Replay AI for building internal tools with customizable admin panels and data grids

R
Replay Team
Developer Advocates

TL;DR: Replay AI revolutionizes internal tool development by converting video demonstrations into fully functional, customizable admin panels and data grids, dramatically reducing development time and effort.

Stop Coding Internal Tools From Scratch: Replay AI is Here#

Building internal tools, especially admin panels and data grids, often feels like reinventing the wheel. You spend countless hours writing boilerplate code, wrestling with UI frameworks, and connecting to databases. What if you could skip the tedious parts and jump straight to customization?

Replay AI offers a radically different approach. Instead of writing code from scratch, you simply record a video of the tool you envision. Replay then analyzes the video, understands the user flow, and generates a working UI, complete with data connections and basic functionality.

Behavior-Driven Reconstruction: The Replay Advantage#

The secret sauce behind Replay is its "Behavior-Driven Reconstruction" engine. Unlike traditional screenshot-to-code tools that merely convert static images, Replay analyzes the behavior demonstrated in the video. It understands clicks, form submissions, data manipulation, and navigation patterns. This allows Replay to generate code that's not just visually similar but also functionally accurate.

How it Works#

  1. Record: Capture a video of yourself interacting with a similar tool or sketching out the desired functionality.
  2. Upload: Upload the video to Replay.
  3. Generate: Replay analyzes the video and generates a working codebase.
  4. Customize: Fine-tune the generated code, add custom logic, and integrate with your existing systems.

Building Admin Panels with Replay#

Admin panels are essential for managing data, users, and configurations within an organization. However, building them from scratch is a time-consuming process. Replay dramatically simplifies this process by allowing you to visually define the desired functionality.

Step 1: Record a Demo#

Record a video demonstrating the key features of your desired admin panel:

  • User management (adding, editing, deleting users)
  • Data visualization (charts, graphs, tables)
  • Configuration settings (updating parameters, enabling/disabling features)

Step 2: Upload to Replay#

Upload the video to Replay and let the AI analyze the user flow and UI elements.

Step 3: Review and Customize#

Replay generates a working admin panel based on your video. You can then customize the generated code to:

  • Add custom validation rules
  • Integrate with your specific database schema
  • Implement role-based access control
  • Add custom UI components
typescript
// Example: Custom validation rule for user email const validateEmail = (email: string): boolean => { const emailRegex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/; return emailRegex.test(email); }; // Integrate with your existing form validation const handleSubmit = async (formData: any) => { if (!validateEmail(formData.email)) { alert("Invalid email address"); return; } // Submit the form data };

Creating Data Grids with Replay#

Data grids are fundamental for displaying and manipulating tabular data. Replay can generate interactive data grids from video demonstrations, saving you hours of manual coding.

Step 1: Record a Data Grid Interaction#

Record a video showcasing the desired data grid features:

  • Sorting columns
  • Filtering data
  • Paginating results
  • Editing individual cells
  • Adding/deleting rows

Step 2: Replay Reconstruction#

Upload the video to Replay. The AI engine identifies the data grid structure, column types, and interaction patterns.

Step 3: Customization and Integration#

Replay generates a functional data grid. You can then customize:

  • Data source (connect to your database or API)
  • Column definitions (specify data types, formats, and validation rules)
  • Custom actions (add buttons for specific operations)
  • Styling (match your application's look and feel)
javascript
// Example: Connecting the data grid to a Supabase database import { createClient } from '@supabase/supabase-js'; const supabaseUrl = 'YOUR_SUPABASE_URL'; const supabaseKey = 'YOUR_SUPABASE_ANON_KEY'; const supabase = createClient(supabaseUrl, supabaseKey); const fetchData = async () => { const { data, error } = await supabase .from('your_table') .select('*'); if (error) { console.error('Error fetching data:', error); return []; } return data; }; // Use the fetchData function to populate the data grid

Replay vs. Traditional Development: A Comparison#

FeatureTraditional CodingScreenshot-to-CodeReplay
InputCode, UI ComponentsScreenshotsVideo
Understanding User IntentManual CodingLimitedHigh (Behavior-Driven)
Time to PrototypeDays/WeeksHoursMinutes
CustomizationFull ControlLimitedHigh
Data IntegrationManual CodingManual CodingAutomated (with Supabase)
Multi-Page ApplicationManual CodingLimited
Learning CurveSteepModerateLow

💡 Pro Tip: Focus on demonstrating clear user flows in your video recordings to maximize Replay's accuracy and efficiency.

Addressing Common Concerns#

  • Accuracy: Replay's accuracy depends on the quality of the video and the clarity of the demonstrated user flows. Ensure your videos are well-lit, stable, and clearly showcase the intended functionality.
  • Customization: While Replay generates a working codebase, you'll likely need to customize it to fit your specific needs. Replay provides a solid foundation, but it's not a replacement for skilled developers.
  • Complexity: Replay is best suited for building relatively simple internal tools. For highly complex applications, traditional development methods may still be necessary.

⚠️ Warning: Replay is designed to accelerate development, not eliminate it. Expect to spend time customizing and refining the generated code.

Key Features That Set Replay Apart#

  • Multi-page Generation: Replay can generate entire multi-page applications from a single video, capturing complex user flows and navigation patterns.
  • Supabase Integration: Seamlessly connect your generated UI to a Supabase database for real-time data synchronization.
  • Style Injection: Replay can infer and apply consistent styling across your application, ensuring a cohesive user experience.
  • Product Flow Maps: Visualize the user flows captured in your video with automatically generated product flow maps.

Benefits of Using Replay#

  • Faster Development: Reduce development time by up to 80% by automating the generation of boilerplate code.
  • Lower Costs: Save money on development resources by minimizing the need for manual coding.
  • Improved Collaboration: Enable non-technical stakeholders to contribute to the development process by simply recording videos of their desired functionality.
  • Rapid Prototyping: Quickly create prototypes to validate ideas and gather user feedback.

📝 Note: Replay is constantly evolving. New features and improvements are added regularly based on user feedback.

Frequently Asked Questions#

Is Replay free to use?#

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

How is Replay different from v0.dev?#

While both aim to accelerate UI development, Replay uniquely analyzes video input to understand user behavior and generate code accordingly. v0.dev primarily uses text prompts and existing UI component libraries. Replay's behavior-driven approach allows it to capture more complex interactions and generate more functional code.

What kind of applications can I build with Replay?#

Replay is ideal for building internal tools, admin panels, data grids, simple web applications, and prototypes.

What programming languages does Replay support?#

Replay currently supports React and TypeScript. Support for other languages and frameworks is planned for the future.

How secure is Replay?#

Replay uses industry-standard security practices to protect your data. All videos and generated code are stored securely.


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