Mix butter, sugar and peanut butter together. Add eggs, flour, baking soda and vanilla extract. Fold in Reese's Pieces and peanut butter chips. Roll dough into 1 inch balls and place on ungreased cookie sheets.
Bake for 10-12 minutes, or until golden brown.
Notes
If you want to add a little crunch, try adding one of these: