Development Use Case

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Code Documentation

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Testing & QA

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Database & SQL

Create and optimize database queries and schemas

SQL queries
Schema design
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DevOps & CI/CD

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Docker configs
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Cloud deployments
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Debugging & Refactoring

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Bug analysis
Code reviews
Refactoring suggestions
Performance optimization

Intelligent Code Generation

Transform natural language into working code across languages and frameworks

// Request: Create a React component for a search bar with autocomplete

import React, { useState, useEffect, useRef } from 'react';

export const SearchBar = ({ 
  placeholder = "Search...",
  onSearch,
  getSuggestions,
  debounceMs = 300
}) => {
  const [query, setQuery] = useState("");
  const [suggestions, setSuggestions] = useState([]);
  const [isOpen, setIsOpen] = useState(false);
  const [loading, setLoading] = useState(false);
  const inputRef = useRef(null);
  const timerRef = useRef(null);

  useEffect(() => {
    const handleClickOutside = (e) => {
      if (inputRef.current && !inputRef.current.contains(e.target)) {
        setIsOpen(false);
      }
    };
    
    document.addEventListener("mousedown", handleClickOutside);
    return () => document.removeEventListener("mousedown", handleClickOutside);
  }, []);

  // Fetch suggestions with debounce
  useEffect(() => {
    if (query.length < 2) {
      setSuggestions([]);
      return;
    }

    setLoading(true);
    
    if (timerRef.current) clearTimeout(timerRef.current);
    
    timerRef.current = setTimeout(async () => {
      try {
        const results = await getSuggestions(query);
        setSuggestions(results);
        setIsOpen(results.length > 0);
      } catch (error) {
        console.error("Failed to fetch suggestions:", error);
      } finally {
        setLoading(false);
      }
    }, debounceMs);
    
    return () => {
      if (timerRef.current) clearTimeout(timerRef.current);
    };
  }, [query, getSuggestions, debounceMs]);

  const handleSubmit = (e) => {
    e.preventDefault();
    if (query.trim()) {
      onSearch(query);
      setIsOpen(false);
    }
  };

  return (
    <div className="relative w-full" ref={inputRef}>
      <form onSubmit={handleSubmit}>
        <div className="relative">
          <input
            type="text"
            value={query}
            onChange={(e) => setQuery(e.target.value)}
            placeholder={placeholder}
            className="w-full px-4 py-2 pr-10 rounded-lg border focus:outline-none focus:ring-2 focus:ring-primary"
            onFocus={() => query.length >= 2 && suggestions.length > 0 && setIsOpen(true)}
          />
          <button
            type="submit"
            className="absolute right-2 top-1/2 transform -translate-y-1/2 text-gray-400 hover:text-gray-600"
          >
            {loading ? (
              <svg className="animate-spin h-5 w-5" viewBox="0 0 24 24">
                <circle className="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" strokeWidth="4" fill="none" />
                <path className="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z" />
              </svg>
            ) : (
              <svg className="h-5 w-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
              </svg>
            )}
          </button>
        </div>
      </form>

      {isOpen && (
        <ul className="absolute z-10 w-full mt-1 bg-white border rounded-lg shadow-lg max-h-60 overflow-auto">
          {suggestions.map((item, index) => (
            <li 
              key={index}
              className="px-4 py-2 hover:bg-gray-100 cursor-pointer"
              onClick={() => {
                setQuery(item);
                onSearch(item);
                setIsOpen(false);
              }}
            >
              {item}
            </li>
          ))}
        </ul>
      )}
    </div>
  );
};

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Automatic docstring/JSDoc generation
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Knowledge base article generation
Tutorial and guide creation
Error message improvement
Inline code comments

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Automated Test Generation

Generate comprehensive unit and integration tests based on your code's functionality

Bug Analysis & Fixes

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Edge Case Detection

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