When the milk solids at the bottom of the pan are black instead of brown, that means you have burnt butter not brown butter. The perfect brown butter will be golden brown and have specks of toasty brown at the bottom of the pan. Always use a stainless steel or light colored saucepan so that you can see the color of your butter.