Put in a pot (preferably non-stick) the oil or butter and half kilo sugar and stir so that the sugar starts to melt and gets red. When the mixture starts to froth pour the water, the corn starch and rest of sugar, which you have dissolve into a small basin, into the pan. Continue stirring until mixture is thick, and finally add the almonds.