How can PHP developers avoid confusion and errors when manipulating variables that can be either strings or arrays?

When manipulating variables that can be either strings or arrays in PHP, developers can avoid confusion and errors by using type checking functions like `is_array()` and `is_string()` before performing operations on the variable. By checking the type of the variable beforehand, developers can ensure that the correct operations are applied based on the actual data type of the variable.

// Example code snippet demonstrating how to avoid confusion and errors when manipulating variables that can be either strings or arrays

// Sample variable that can be either a string or an array
$variable = 'Hello';

// Check if the variable is an array
if (is_array($variable)) {
    // Perform operations for array type
    foreach ($variable as $value) {
        echo $value . ' ';
    }
} elseif (is_string($variable)) {
    // Perform operations for string type
    echo $variable;
} else {
    // Handle other data types if needed
    echo 'Variable is not a string or an array.';
}