I would suggest washing them first, but you definitely can. I have 00 plugs and have lost the o-rings on them more than once ... and the hardware store has been great for replacements. Just make sure that you get the right size.
I'm guessing all the negative comments are from people who have no idea how this is made and have never tried it before. It looks delicious IMO. Nice work!