Grill, broil, or roast your peppers. In this case, I cut and cored them, brushed them with some olive oil, and and broiled them until the skin turned a bit charred, 7-10 minutes. Allow them to cool slightly, then remove some of the charred skin. Place in a food processor or blender with some salt and pepper and turn on while slowly adding olive oil until you get the desired consistency