Core Principle
Only implement features when you actually need them, not when you think you might need them in the future.
Examples
Premature Abstraction (Bad)
// Over-engineered solution anticipating future needs
class UserService {
    private $database;
    private $cache;
    private $logger;
    private $notifications;
    private $analytics;
    public function __construct(
        DatabaseInterface $database,
        CacheInterface $cache,
        LoggerInterface $logger,
        NotificationService $notifications,
        AnalyticsService $analytics
    ) {
        $this->database = $database;
        $this->cache = $cache;
        $this->logger = $logger;
        $this->notifications = $notifications;
        $this->analytics = $analytics;
    }
    public function createUser($data) {
        $this->logger->info('Creating user');
        $user = $this->database->insert('users', $data);
        $this->cache->set('user_' . $user->id, $user);
        $this->notifications->sendWelcomeEmail($user);
        $this->analytics->trackUserCreation($user);
        return $user;
    }
}
Simple Implementation (Good)
class UserService {
    private $database;
    public function __construct(DatabaseInterface $database) {
        $this->database = $database;
    }
    public function createUser($data) {
        return $this->database->insert('users', $data);
    }
}
Real-World Scenarios
E-commerce Example
// Bad: Implementing unused features
class Product {
    private $name;
    private $price;
    private $stock;
    private $weight;          // Not needed yet
    private $dimensions;      // Not needed yet
    private $shippingZones;   // Not needed yet
    private $taxCategories;   // Not needed yet
    private $customFields;    // Not needed yet
    public function calculateShipping($address) {
        // Complex shipping calculation that isn't required
    }
    public function calculateTax($country) {
        // Complex tax calculation that isn't required
    }
}
// Good: Implementing what's needed now
class Product {
    private $name;
    private $price;
    private $stock;
    public function __construct(string $name, float $price, int $stock) {
        $this->name = $name;
        $this->price = $price;
        $this->stock = $stock;
    }
}
Common Anti-Patterns
- Building complex configuration systems before needed
 - Creating elaborate inheritance hierarchies for future extensibility
 - Adding database fields for potential future features
 - Implementing unneeded API endpoints
 - Creating generic solutions for specific problems
 
Benefits
- Reduced codebase complexity
 - Lower maintenance cost
 - Faster development cycles
 - Better focus on current requirements
 - Less technical debt
 
Exception Cases
- Core architecture decisions
 - Data structures that are expensive to change later
 - Security considerations
 - Regulatory compliance requirements
 
    
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