Wash the basil and thyme, shake dry, pluck off the leaves and cut into small pieces. Roast the pine nuts in a pan without fat while turning, remove. Drain the tomatoes and cut them into pieces.
Grate cheese. Mix flour and baking powder. Mix eggs, oil and milk in a bowl, then slowly stir into the flour mix. Stir in the goat cheese in pieces, tomatoes, herbs, pine nuts and grated cheese.
Fill the dough into a greased and flour-spread box form (approx. 11 x 25 cm). Bake in a preheated oven (electric cooker: 200 °C/ convection oven: 175 °C/ gas: see manufacturer) for approx. 40 minutes.
Let the cake cool down for about 15 minutes, then turn it over and let it cool down on a cake rack.