wp autoload register class

#This is required if remove fatal error will occur
if ( ! defined( 'AYS_PLUGIN_PATH' ) ) {
    define( 'AYS_PLUGIN_PATH', wp_normalize_path( plugin_dir_path( __FILE__ ) ) );
}
spl_autoload_register( function ( $class_name ) {
    // Log the class name being attempted to load
    error_log( "Autoloader: Attempting to load class $class_name" );

    // Only autoload classes that start with 'Ays_'
    if ( strpos( $class_name, 'Ays_' ) !== 0 ) {
        error_log( "Autoloader: Class $class_name does not start with 'Ays_'. Skipping." );
        return;
    }

    // Define the mappings of class prefixes to directories
    $prefix_to_dir = array(
        'Ays_CPT_'      => 'includes/post-types/',
        'Ays_Taxonomy_' => 'includes/taxonomies/',
        'Ays_Helper_'   => 'includes/helpers/',
        // Add more mappings here as needed
    );

    // Remove the default directory assignment
    // $directory = 'includes/classes/';

    // Initialize a flag to check if a prefix matched
    $prefix_matched = false;

    // Determine the directory based on class prefix
    foreach ( $prefix_to_dir as $prefix => $dir ) {
        if ( strpos( $class_name, $prefix ) === 0 ) {
            $directory = $dir;
            // Remove the matched prefix from the class name for file naming
            $class_without_prefix = substr( $class_name, strlen( $prefix ) );
            error_log( "Autoloader: Matched prefix $prefix. Directory set to $directory. Class without prefix: $class_without_prefix" );
            $prefix_matched = true;
            break;
        }
    }

    // If no specific prefix matched, log an error and exit
    if ( ! $prefix_matched ) {
        error_log( "Autoloader: No matching prefix found for class $class_name. Autoloader stopped." );
        return;
    }

    // Convert the class name to lowercase and replace underscores with dashes
    $file_name = 'ays-' . strtolower( str_replace( '_', '-', $class_without_prefix ) ) . '.php';
    error_log( "Autoloader: File name constructed as $file_name" );

    // Full file path
    $file = AYS_PLUGIN_PATH . $directory . $file_name;
    error_log( "Autoloader: Full file path is $file" );

    // Include the file if it exists
    if ( file_exists( $file ) ) {
        error_log( "Autoloader: File $file found. Including file." );
        require_once $file;
    } else {
        error_log( "Autoloader: File $file not found for class $class_name" );
    }
} );

This is not production ready still debugging it are the guts that's there