Place cauliflower and broccoli into a nine by 13-inch baking dish, toss with the olive oil, and sprinkle with salt.
Cover the dish and bake for 1/2 hour.
Remove the cover, stir and cook for 30 to 40 minutes more, until vegetables are tender and nicely browned, stirring occasionally.