If using the flaked almonds, toast them in a pan over medium heat for a couple of minutes until they reach a nice light golden-brown color. Stir or toss them in the pan often so that they don’t burn. You don’t need any oil or butter for this. After toasting the flaked almonds, transfer them to a plate and set them aside to cool.