You can serve two terms, but not consecutively. Last Governor to do that was Mills Godwin who served first as a Democrat and then as a Republican.
Just about every General Assembly session someone puts in a bill to change that, but it will require a constitutional amendment and usually doesn't get very far. One day it will.