Spread asparagus on a baking sheet. Spray with olive oil. Roast for about 10 minutes - it may take a bit more or less time depending on their thickness.
When done roasting, toss asparagus with lemon juice, garlic, and capers. Add additional lemon juice plus salt and pepper to taste.
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