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Peel the potatoes and cut them into wedges.
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Boil in salted water until you can easily run a fork through them.
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Drain and set aside.
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Trim the asparagus bottoms and cut into pieces.
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Boil in salted water for approx. 6 minutes until *al dente*, then drain and let drip dry.
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Zest both limes and juice one of them.*
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Whisk together the mayonnaise, 2 tablespoons lime juice, and zest.
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Season to taste with salt, pepper, and sugar.
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Add more lime juice, salt, and/or sugar to your preference.
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Gently mix the mayonnaise with the potatoes, asparagus, and 3/4 cup of the chopped scallions in a large serving bowl or platter.
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Cover with plastic cling film and refrigerate for 30 minutes to allow the flavors to meld.
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Just before serving, taste the asparagus and potato salad again to adjust the seasoning.
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Peel and slice the eggs and arrange them on top.
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Sprinkle the remaining scallions on top and serve.