Ai Coding Tools

How to Use GitHub Copilot to Write a Full Stack App in 2 Hours

By BTW Team3 min read

How to Use GitHub Copilot to Write a Full Stack App in 2026

Building a full stack app can feel daunting, especially if you're a solo founder or indie hacker. The thought of coding both the front end and back end in a short time can be overwhelming. But what if I told you that you could leverage AI to streamline this process? In this guide, I’ll show you how to use GitHub Copilot to write a full stack app in just 2 hours. Yes, you read that right.

Prerequisites: What You Need Before Starting

Before diving in, make sure you have the following:

  • GitHub Account: Required to use GitHub Copilot.
  • Visual Studio Code: The IDE where you’ll be coding. Download it here.
  • Node.js: For the backend. Download it here.
  • Basic Knowledge of JavaScript: While Copilot helps a lot, understanding the basics is crucial.
  • GitHub Copilot Subscription: Costs $10/month for individuals after a free trial.

Step-by-Step Guide to Building Your App

Step 1: Set Up Your Project

  1. Create a new directory for your project:

    mkdir my-fullstack-app
    cd my-fullstack-app
    
  2. Initialize a Git repository:

    git init
    
  3. Create subdirectories for the client and server:

    mkdir client server
    

Step 2: Generate the Backend

  1. Navigate to the server directory:

    cd server
    
  2. Initialize a new Node.js project:

    npm init -y
    
  3. Install Express:

    npm install express
    
  4. Create a basic server file (server.js): Use GitHub Copilot to generate your server code. Start typing:

    // server.js
    const express = require('express');
    const app = express();
    const PORT = process.env.PORT || 3000;
    
    app.get('/', (req, res) => {
        res.send('Hello World');
    });
    
    app.listen(PORT, () => {
        console.log(`Server running on port ${PORT}`);
    });
    

    Copilot will assist you in completing this file. Expected output: a simple server running.

Step 3: Generate the Frontend

  1. Navigate to the client directory:

    cd ../client
    
  2. Create a new React app:

    npx create-react-app .
    
  3. Modify the App.js file: Start typing:

    // App.js
    import React from 'react';
    import axios from 'axios';
    
    function App() {
        const [message, setMessage] = React.useState('');
    
        React.useEffect(() => {
            axios.get('http://localhost:3000/')
                .then(response => {
                    setMessage(response.data);
                });
        }, []);
    
        return (
            <div>
                <h1>{message}</h1>
            </div>
        );
    }
    
    export default App;
    

    Copilot will help fill in the gaps for API calls. Expected output: a simple React app that fetches data from your server.

Step 4: Run Your App

  1. Start the backend server:

    node server.js
    
  2. Start the frontend app:

    npm start
    

Expected Outputs

  • Backend: The server should log "Server running on port 3000".
  • Frontend: You should see "Hello World" displayed in your browser.

Troubleshooting: What Could Go Wrong

  • Port Issues: If your server doesn’t start, check if another service is running on the same port.
  • CORS Issues: If your React app can’t reach your Express server, consider using the cors package.
  • Dependencies Not Found: Ensure that all npm packages are installed correctly.

What's Next: Build Upon This

Now that you have a basic full stack app, consider adding features like:

  • User authentication: Use libraries like Passport.js.
  • Database integration: Connect to MongoDB or PostgreSQL.
  • Deployment: Deploy your app using platforms like Heroku or Vercel.

Conclusion: Start Here

Using GitHub Copilot can significantly speed up your development process. In just 2 hours, you can build a functional full stack app, leveraging AI to handle repetitive coding tasks. Remember, while Copilot is powerful, it’s essential to review and understand the code it generates.

If you’re looking to get started with your own projects, give GitHub Copilot a try. At $10/month, it’s a cost-effective way to enhance your coding efficiency.

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