Jon Favreau and Roy Choi became very good friends while making Chef (2014). They developed this show as an excuse to keep hanging out and cooking together. They also considered going on a road trip or opening a restaurant.
The food truck that is shown in the beginning of each episode is an animated replica of the food truck driven in The movie Chef