Preheat the oven to 375F and line a cookie sheet with parchment paper.
In a bowl, whisk together the all-purpose flour and baking soda. Set aside.
In another bowl, cream together the softened butter and brown sugar until smooth and fluffy(about 2 minutes). This can be done using a mixer or by hand with a spatula.
Mix in the vanilla extract and beat until combined.
Gradually add the flour mixture into the wet ingredients, mixing until just combined. Avoid overmixing to keep the cookies tender.
Gently fold in the chopped pecans and grated coconut until evenly distributed throughout the dough.
Use a cookie scoop or spoon to portion out the dough onto the prepared baking sheets, leaving space between each cookie for spreading.
Place the baking sheets in the preheated oven and bake for 10-12 minutes or until the edges turn golden brown.
Once baked, allow the cookies to cool on the baking sheets for a few minutes before transferring them to a wire rack to cool completely.