I've noticed a little build up on mine (we just started using it) so was wondering about filtered water.
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You might check which kind of water your grocery refill center uses. Some are just "filtered" but my HFS has a reverse osmosis machine and some do distilled. I can get it for 25c a gallon on refills. Much cheaper and much greener!