Preheat and prep: Heat your oven to 425°F (220°C) or preheat an air fryer to 400°F (205°C).
Line a baking sheet with parchment and lightly brush with olive oil.
Slice the zucchini: Wash and pat dry. Cut into 1/4-inch rounds for classic chips. For extra crunch, go slightly thinner but keep the slices even.
Blot out moisture: Lay slices on a clean towel, sprinkle with a pinch of salt, and let sit 5–10 minutes.
Pat dry. This helps them crisp instead of steam.
Mix the coating: In a bowl, combine Parmesan, panko, garlic powder, onion powder, smoked paprika, salt, and pepper. Stir well.
Make the egg wash: In a separate bowl, whisk the egg with 1 tablespoon olive oil until smooth.
Coat the slices: Dip each zucchini round into the egg wash, letting excess drip off, then press into the Parmesan-panko mixture to coat both sides.
Place on the prepared sheet in a single layer.
Bake or air-fry: Oven: Bake 12–15 minutes, flipping halfway, until deep golden and crisp.
Air fryer: Cook 8–10 minutes, flipping at 5 minutes, until crunchy and browned. Work in batches to avoid overlap.
Finish and serve: Sprinkle with chopped parsley. Add a squeeze of lemon if you like.
Serve hot with your favorite dipping sauce.