The lovely people over in the Plant ID forum quickly identified these plants as peonies. Any tips and tricks for a newbie? We bought the house in June 2012, and these guys were already planted. No idea how long they've been in the ground. Unfortunately, I can't find any pictures of them in bloom. I'll get some this year!
