Preheat oven to 375 degrees Fahrenheit. Drizzle the olive oil over the entire baking sheet.

Add the sausages and vegetables and spread out.

Mix the crushed tomatoes with the honey and spices. Pour the sauce over the entire dish. Using a spatula or spoon, make little pockets of space around the tray and then add the cracked eggs, one at a time, in that pocket.

Bake uncovered for 30 minutes until eggs are cooked and to your liking.