- Preheat your oven to 350°F (175°C). Line two baking sheets with parchment paper. 
- In a large mixing bowl, cream together the softened butter, granulated sugar, and brown sugar until light and fluffy. 
- Add the eggs one at a time, mixing well after each addition, then stir in the vanilla extract. 
- In a separate bowl, whisk together the flour, baking soda, and salt. 
- Gradually add the dry ingredients to the wet mixture, mixing until just combined. 
- Fold in the chopped pecans. 
- Drop rounded tablespoons of dough onto the prepared baking sheets, spacing them about 2 inches apart. 
- Bake for 10-12 minutes or until the edges are lightly golden. 
- Allow the cookies to cool on the baking sheets for 5 minutes before transferring them to wire racks to cool completely. 
- For the frosting, beat the softened butter in a bowl until creamy. 
- Gradually add the powdered sugar, mixing well. 
- Add the milk and vanilla extract, beating until smooth and spreadable. 
- Once the cookies are completely cool, spread a layer of frosting on each cookie and sprinkle with additional chopped pecans.