Brown your butter: Cook butter over medium/low heat, stirring, until golden brown and nutty. Cool completely before using.
Mix Wet Ingredients: In a large bowl, mix/whisk the sweet starter, browned butter, warm milk, vanilla, maple extract (if using), sugar, and egg until incorporated.
Add Dry Ingredients: Gradually add flour and salt to the wet mixture, stirring until a shaggy dough forms.
Knead the Dough: Knead by hand or using a mixer with a dough hook for 8–10 minutes until smooth and elastic. If the dough is sticky, add the reserved flour gradually.