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Adjust rack to top position and preheat oven to 425 degrees. Wash and dry all produce. Trim off bottom 2 inches from asparagus. Dice potatoes into ½-inch cubes (no need to peel). Remove tarragon leaves from stems; mince leaves until you have 2 tsp.