How to Peel Peaches Without Making a Huge Mess Few things kill a peach pie faster than flabby, long-cooked skin. Luckily, peeling Peaches is far less daunting than it may appear on the outset. A few quick steps are all that separate an exceptional peach pie from a total flop.