Yes, you can shuffle your entire pitching staff as often as you'd like. However, you can't make moves involving your next scheduled pitcher.
Note: At the start of the season and each round of the playoffs as well as any play-in game, the manager will always go with the first listed eligible starting pitcher. These are the only times when a starting pitcher is not "locked in".