In a large bowl, combine the potatoes, bell peppers, onion, garlic, oregano, thyme, basil, salt, and pepper. Drizzle with olive oil and mix until everything is evenly coated.
Spread the mixture onto a baking sheet lined with parchment paper. Bake for 25-30 minutes, or until the vegetables are golden and crispy.