As to types of bugs, many people feed dubia roaches, which are excellent and a breeze to breed. Hit the feeders board, and you're sure to find the forum's two roach breeders who give discounts to BD.org members.
Crickets are dirt cheap, but don't insult your nose like that trying to breed them...