Bring the apple juice and pineapple juice to a boil. Keep warm over very low heat.
Place the sugar in a heavy-bottomed saucepan and cook, stirring constantly, over medium heat to a rich golden brown, occasionally washing down the sides of the pan with a wet pastry brush.
Add the honey to the caramel and stir until incorporated. Carefully add the warm