First, prepare the Crispy Shallots: Heat Olive Oil in a small skillet over medium heat. Add Shallots and cook, stirring frequently, until golden brown and crispy, about 8-10 minutes. Remove with a slotted spoon and place on a paper towel-lined plate to drain.