Pretty simple, you can sell the food you buy from the noodle carts back to the vendor, then buy more.
From then on when you run out you can use any other vendor (mount,jeeves,etc) to buy back the ones you sold.
buy back history only lasts a few hours though, so after a while you may want to cycle through all the stacks to refresh them.