Melt butter on stovetop over medium heat. Add brown sugar and milk. Bring to boil. Stir constantly for 4 minutes or until candy thermometer reaches 234 degrees. Add peanut butter and vanilla. Stir until creamy. Pour over confectioners sugar. Mix with stand mixer if possible. Pour into baker and chill. Cut once firm.