Preheat the oven to 410°F. Place all ingredients on a deep-dish sheet pan. Add oil, salt, pepper and Italian seasoning to taste, enough to coat all the veggies and sausages, and toss well.
Bake for 20-25 minutes, or until everything is cooked through and starting to brown.