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Preheat oven to 350 degrees.
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Place the tomatoes and garlic cloves on a baking sheet. Drizzle them with extra virgin olive oil, and a sprinkle of salt and pepper. Roast for about 30-40 minutes until the tomatoes slightly burst and are juicing.
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Transfer the tomatoes along with their juices into a blender or food processor with the rest of the ingredients. Pulse until you get the salsa to your desired consistency.
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Refrigerate the salsa for at least an hour before serving.