Whitt's Barbecue: Welcome to Whitts Barbecue in Decatur, Alabama! We have been cooking our famous barbecue since 1966 and our hope is to provide you with the most succulent meats, slowly cooked over hickory coals inside a masonry pit designed by Floyd Whitt back in 1966 - a tradition at Whitt’s.