If you drive up Signal Hill, through Bo Kaap, you'll come across a small parking area (map) that shares this view of the city and of Table Bay. There's not much here except for an interestingly strange coffee shop (apparently the Noon Gun Tea Room) that was closed on a perfectly good afternoon.
The coffee shop aside though - isn't this just the perfect location for a home?