Mills was optioned to Triple-A Tacoma on Thursday.
Mills struck out one in a scoreless inning during Wednesday's loss to the Dodgers. However, he'll now head back to the minors as part of a shuffle after right-hander Paul Sewald's contract was selected by Seattle.