Preheat oven to 425°F. Line a baking sheet with parchment paper and set aside.
Prepare three shallow dishes: in the first, place flour; in the second, beat the eggs; in the third, combine panko breadcrumbs, grated Parmesan cheese, garlic powder, salt, and pepper.
Dredge each asparagus spear in flour, shaking off excess. Dip into beaten eggs, then coat with the panko mixture, pressing to adhere.
Arrange coated asparagus in a single layer on the prepared baking sheet. Spray lightly with cooking spray.
Bake in the preheated oven for 12-15 minutes or until the coating is golden brown and crispy.
Serve the asparagus fries hot with your favorite dipping sauce.