Place a medium-size soup pot over medium-high heat with 2 tablespoons EVOO, about 2 turns of the pan. Add the chorizo (or whatever meat you're using) and cook 2-3 minutes, until crispy.
Add the vegetables, paprika, garlic, bay leaf, salt and freshly ground black pepper. Cook, stirring frequently, for 6-7 minutes, until the onions and celery begin to soften.
Add the chickpeas, tomatoes, hot sauce and chicken broth or stock to the pot then raise the heat to bring it up to a bubble. Once bubbling, reduce the heat slightly and simmer the soup until the potatoes are tender, 10-12 minutes (cooking time will depend on the size of the potato pieces). Remove the bay leaf before serving.