Preheat oven to 400° F. Add the cherry tomato halves to a strainer with the shallot, garlic, thyme, salt, and black pepper. Let sit, stirring occasionally for 5-7 minutes while you prepare the goat cheese and the crust, so that the tomatoes can release some of their liquid.