Begin by making an ice bath (i.e., a large bowl of water and ice). Set the bowl aside.
To peel peaches, bring a pot of water (e.g., medium saucepan) to boiling. Make sure there is enough water in the pot to cover the peaches. While the water is heating, use a knife to cut an “X” in the top and bottom of the peach. This will help release the skins from the peach flesh.
Gently place the peaches into the boiling water (I like to use a slotted spoon for this) and cook for 1 minute. Immediately remove the peaches from the pot with a slotted spoon and place the peaches in the ice bath. This will stop the cooking process.
Use a paring knife to remove the skins. It’s easiest to pull the peach skin starting at the corners of the “X”.