In my opinion it gets progressively better, although at the core it stays the same. The charm comes from the way it introduces all kinds of bizarre and alien creatures and phenomena into normal, day-to-day scenarios; the contrast between creepy, abnormal and inhuman elements, and the normal, warm interactions they have with the main cast.