One is doing something they always do. Always used in the present tense. The specific phrase "Here we go again" is used in a slightly different way, meaning "we are about to experience the same thing we have experienced before." Here he goes again, ranting about how you can't get good service anymore. There she goes again, making friends with every person she meets.