"Pogey bait" is a reference to sweets or candy, which was in usage in the military as early as 1918. The term alludes to food (and other luxuries) rarely afforded to grunts in the field.
This Sweet Honey Sauce pairs perfectly with grilling fare including ribs, burgers, chicken, pork, vegetables, brisket and seafood.