In a large, heavy-bottomed saucepan over low- medium heat mix together the butter and sugar. Whisk mixture frequently. Do not increase the heat, you want the butter and sugar to melt evenly.
Continue whisking for about 8-10 minutes. The mixture will start to turn color to a rich golden brown color. Then add baking soda and mix. Then add nuts.