Prepare the Sauce: In a blender, combine the caramelized onions, olive oil, egg yolks, grated Parmesan cheese, water, salt, and pepper. Blend until smooth. Add more water to thin it out a little if needed. I would also recommend adding the water in parts throughout the blending process, so you don’t get a runny sauce.