Add the olive oil to a sauté pan and place over medium high heat. Once heated, add the red peppers, yellow peppers, red onion, salt and cayenne pepper. Cook until vegetables just start to get soft, about 4 - 5 minutes. Do not overcook. Remove from heat, spoon into a bowl and allow to cool.