Whisk together first 3 ingredients in a medium saucepan; stir in blueberries. Cook over medium-high heat, stirring constantly, until thickened and bubbly.
Heat peaches in a small saucepan over medium heat until warm. Stir into blueberry mixture, and serve immediately.