First Kitchen is a fast-food restaurant in Japan, its first shop in Tokyo opened in September 1979. It is famous for its flavored french fries, called Flavor Potato. I think we have only eaten there once so far.
Japanese people often shorten the name to Fakkin. You can view this funny video on YouTube from thatjapanesegirl.