Once you get that layer of oxidation in your pot do not scrub it away when cleaning. After your boil just rinse out the pot and maybe use a plastic scrubby (if needed) to gently get out any dried wort. If you do scrub out the oxide you will have to do another plain water boil to get it back.
bosco