I have only done funky stuff a couple times and just was super careful about cleaning and sanitizing. There was no problem.
If I got into doing it regularly I would use separate equipment, at least plastic stuff like fermenters, racking can, auto siphon, tubing etc. I would have no worries about glass carboys, bottles etc except of course to clean and sanitize well. Also, no worries on the hot side.