In some states, California included, you can get a wholesale license without having commercial space.
You can then buy cars at the auctions (Manheim, etc.). But you can't resell them retail to the public. You have to sell only to dealers.
This is a very, very low barrier to entry business. That becomes obvious if you ever go to the auctions.