Check Out The New Recipe From vegrecipesofindia.com . Honey cake recipe with step by step pics. Honey cake is a well known dessert made famous by the South Indian bakeries, especially iyengar bakery. This super delicious honey cake recipe is made from whole wheat flour (atta), unrefined cane sugar and uses less oil. Thus makes for a healthier option for a cake.