To "hit the sauce," figuratively, is to drink alcoholic beverages, usually in a regular manner. Ex.: "Old Tom's hitting the sauce again. He just won't give his liquor up, even if it kills him." Sounds like liquor really might kill old Tom, but he is unable or unwilling to quit his alcohol drinking habit.