Heat the oil in a pan, sauté the anchovy fillets, garlic and chilli pepper for approx. 2 mins. Add the tomatoes and simmer for approx. 10 mins. Add the olives, capers and oregano, heat gently, season the sauce.
Cook the spaghetti in salted water until al dente, drain and stir in the sauce.