Put the flours and baking powder in a bowl, and stir to combine. Put the butter, tahini, sugar, salt and vanilla in a pan and melt over a medium heat. Transfer to a large bowl and leave to cool for a minute or two, then add the eggs and whisk quickly, until everything comes together into a thick, glossy mixture. Stir in the flour mix, chocolate and pecan nuts, until everything is just combined.