Real-World Examples

See how Augments transforms Claude Code outputs with framework-aware context. Compare generic AI responses with enhanced, idiomatic code that follows current best practices.

Next.js App with TypeScript
Building a modern Next.js application with TypeScript, showing improved component patterns
Intermediate
Next.js
TypeScript
React

Generic AI Output
// Generic component without framework context
import React from 'react';

export default function Component() {
  const [data, setData] = useState([]);
  
  useEffect(() => {
    fetch('/api/data')
      .then(res => res.json())
      .then(setData);
  }, []);
  
  return (
    <div>
      {data.map(item => (
        <div key={item.id}>{item.name}</div>
      ))}
    </div>
  );
}
Issues: Outdated patterns, missing type safety, no error handling, basic styling, doesn't follow framework conventions.
Laravel API with Authentication
Building secure Laravel API endpoints with proper authentication and validation
Advanced
Laravel
PHP

Generic AI Output
<?php
// Basic controller without framework patterns
class UserController extends Controller 
{
    public function store(Request $request) 
    {
        $user = new User();
        $user->name = $request->name;
        $user->email = $request->email;
        $user->password = Hash::make($request->password);
        $user->save();
        
        return response()->json($user);
    }
}
Issues: Outdated patterns, missing type safety, no error handling, basic styling, doesn't follow framework conventions.
shadcn/ui Component Setup
Creating a reusable component with shadcn/ui, showing proper composition patterns
Beginner
shadcn/ui
React
Tailwind CSS

Generic AI Output
// Basic component without design system
import React from 'react';

function Card({ title, children }) {
  return (
    <div className="border p-4 rounded">
      <h3>{title}</h3>
      <div>{children}</div>
    </div>
  );
}
Issues: Outdated patterns, missing type safety, no error handling, basic styling, doesn't follow framework conventions.

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