What best practices should PHP developers follow to ensure data consistency and integrity in critical processes like payment transactions?

To ensure data consistency and integrity in critical processes like payment transactions, PHP developers should implement transaction management techniques like database transactions. This involves grouping multiple database operations into a single unit of work that either all succeed or all fail, ensuring data integrity. By using transactions, developers can prevent issues such as partial updates or inconsistent data states.

// Start a transaction
$db->beginTransaction();

try {
    // Perform multiple database operations
    $db->query('INSERT INTO payments (amount) VALUES (100)');
    $db->query('UPDATE users SET balance = balance - 100 WHERE id = 1');

    // Commit the transaction if all operations succeed
    $db->commit();
} catch (Exception $e) {
    // Rollback the transaction if any operation fails
    $db->rollBack();
    echo "Transaction failed: " . $e->getMessage();
}