Preheat oven to 400 degrees F. Line a baking sheet with REYNOLDS WRAP® PARCHMENT PAPER.
Place potatoes in a single layer onto the prepared baking sheet. Add olive oil, Parmesan, garlic and Italian seasoning; season with salt and pepper, to taste. Gently toss to combine.
Place into oven and bake for 20-25 minutes, or until golden brown and crisp.
Remove from oven and stir in butter until melted, about 1 minute.
Create 4 wells; add eggs, gently cracking the eggs throughout and keeping the yolk intact.
Place into oven and bake until the egg whites have set, an additional 8-12 minutes.
Serve immediately, garnished with parsley, if desired.