2. Turn grill to medium high. In a large baking dish toss the veggies with one tablespoon of the olive oil and a generous sprinkle of salt and pepper. Reserve tomatoes (don’t grill). Grill veggies two minutes per side, leaving them slightly crunchy with a nice char on the outside.