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Chop onion.
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Heat oil in a large non-stick skillet set over medium heat. Cook onion for 3–4 minutes to soften.
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Add whole tomatoes and tomato paste. Use a potato masher to roughly mash tomatoes. Mix to evenly distribute tomato paste.
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Add paprika, cumin and sugar. Generously season with pepper. Simmer for 15 minutes or until sauce thickens.
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Using a spoon, make a well in the mixture and crack an egg into it. Repeat with remaining 7 eggs.
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Crumble feta evenly over mixture. Cover and cook for 5 minutes or until the egg whites are cooked but the yolks are still runny.
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Top with cilantro and serve with fresh bread or pita.
This recipe is best prepared at the last minute.