Heat olive oil in the same pan used for the sausage and cook the potatoes 8-10 minutes, tossing occasionally with a spatula until potatoes are lightly browned and crusty. Add onions and bell pepper and sauté for 2-3 minutes (adding a bit more oil if needed). Season with paprika, 3/4 of the rosemary or thyme, and salt + pepper.