In the 10,000 years after the heresy they have pretty much just stood around the golden palace. Also after the Horus Heresy they abandoned their armor and now they basically just wear a long cloak, speedos (wtf!?) and a black helmet. Also their bodies are covered in tattooes. I prefer this version of them thought.