In a medium saucepan, cook sugar over medium-high heat, stirring frequently, until it begins to melt. When it begins to clump up and look dry, cook, stirring constantly, until it remelts and turns an amber color and an instant-read thermometer registers at least 350°F (180°C) to 355°F (181°C), 4 to 6 minutes.