When the potato salad becomes too sour with vinegar, it can easily be salvaged with a bit of lemon zest, since its acid balances out the acid in the vinegar, ultimately eliminating that harsh flavor. Just take a fine grater or zester to the rind, measure out about a half teaspoon of zest per two cups of potato salad, and mix it in.