Drupal Code Filter Module

I discovered recently that to make my code postings look nice in Drupal, I needed to install the Code Filter module. Now when I enclose my code in <code> </code> tags, it comes out nicely formatted:

<?php
//here are some comments
//with "code" formatting
$some_variable = 123;
echo
"some text";
?>