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Finely dice your tomatoes. DO NOT try to chop them in a food processor! This will turn them to mush!
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Dice your tomatillos
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Finely dice your jalapenos. I suggest wearing gloves for this. Remove the seeds and membranes if you don't want your Pico de Gallo to be hot. Leave them in if you do. And whatever you do, DO NOT touch your eyes or any other mucous membranes with your hands after you have cut the jalapenos! Otherwise, your eyes and nose will also be hot--for a long time. Don't ask me how I know this.
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Add your diced onions, the brown sugar, red wine vinegar, lemon juice, and lime juice.
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Add salt to taste (start with 1/2 tsp., then go up from there if desired).
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Gently fold everything together until all the ingredients are evenly distributed.