every time you're in a new city, avoid taxis.
Be resourceful and use the general public transport available. Metros and subways are a boon in large cities for any tour, taking you from A to B actually for much less than a dollar. If there may be no metro or subway, any location you visit must have buses or other sorts of delivery wherein you can choose in place of expensive taxis.