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1. Preheat oven to 350 degrees and line cookie sheets with parchment paper.
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2. In a large bowl, sift flour, baking soda, baking powder and salt together. Set aside.
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3. Using a stand mixer, beat butter, brown sugar, granulated sugar and pudding mix for 2-3 minutes. Scrape down bowl as needed.
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4. On slow, add eggs one at a time. Scrape down bowl in between eggs.
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5. Add vanilla extract.
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6. Slowly add flour mixture and mix until combined.
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7. Add chocolate chips and walnuts and mix.
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8. Place dough balls the size of golf balls on cookie sheets and bake for 10-12 minutes or until the edges start to turn golden brown.