Preheat the oven to 450 degrees. Cut the potatoes into wedges or french fry shaped matchsticks.
Place the cut potatoes onto a baking sheet. Drizzle with olive oil. Squeeze the lime juice over the potatoes. Dust the fries with chili powder, salt, and cayenne pepper.