Toss everything except tortillas on a rimmed cookie sheet with a drizzle of olive oil (about 1 tablespoon or so). Salt and pepper to taste.
Bake in preheated oven at 425 degrees for 15 minutes, take it out and toss really well. Wrap corn tortillas in a foil packet and place right on top of the pan. Cook everything another 10 minutes.