I wrap mine in plastic bags, partially to hide them, and partially to keep the plugs dry.
I don't have mine on posts, but instead of leaving them completely flat, I have old scraps of landscape ties that I lean them on, so it water somehow got inside, it can run out the holes on the bottom.