Cream butter and sugar. Add eggs, beat well; add vanilla. Add baking powder to flour and mix with nuts. Combine the two mixtures.
Preheat oven to 400F. Drop by 1/2 tsp. Onto well-greased and floured cookie sheets 3 inches apart.
Bake about 8 minutes. Let cool slightly on the pan before removing.