Cook spaghetti according to packet directions then drain.
In a large saucepan cook garlic, onion, celery and capsicum in olive oil until soft. Stir in basil, anchovies, capsicum, chives, tomatoes and olives. Reduce heat then simmer until warm through and flavourful, about an hour. Season with salt and pepper to taste.