Thicker pieces of fish can be a little tricky to cook. You don’t want to undercook the fish, but if you overcook halibut it will become tough and dry. This recipe prevents overcooking by searing the fish first, and then allowing it to finish cooking in the juice of the cherry tomatoes. This extra juice will help the halibut maintain a tender, but firm texture.