Not sure what food place you have in mind. The Boardwalk Villas are in the same building as the BoardWalk Inn. There are no restaurants inside that building except for the Belle Vue Lounge, which has not reopened. You have to go down to the BoardWalk for the restaurants.
Yes there is the Boardwalk Bakery that serves various items throughout the day. There is also the Pizza window where you can by a pizza by the slice or the entire pizza.
I'm staying there for the first time too. LOVE the resort! We walked through on our free day on our last trip and it was amazing. BUT...I had not thought about QS - so really glad to see this thread.