Flavour defects with washed curd cheeses

Every time I make a washed curd cheese like Gouda or Pepper Jack, it starts tasting and smelling off after a few days. I’m using boiled and cooled tap water to wash the curd. What could be causing this? I suspect it’s the water but then what needs to be done, other than boiling?