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Preheat oven to 425°F.
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Peel and medium dice sweet potatoes; transfer to a large baking sheet pan.
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Snap or cut off the woody ends of the asparagus; add to the baking sheet with the potatoes.
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Drizzle oil over veggies and season with salt and pepper; toss to combine, then spread out in an even layer. Place in the oven and bake until vegetables are fork-tender, about 20 minutes.
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Meanwhile, preheat a large skillet over medium-high heat.
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Pat chicken thighs dry with paper towels and place on a plate; season with salt and pepper on both sides.
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Once the skillet is hot, add oil and swirl to coat the bottom.
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Working in batches if necessary, add chicken to the skillet; cook until golden brown, about 2 minutes per side. Once golden, transfer to a clean plate and loosely cover with aluminum foil (the chicken will not be cooked all the way through).
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Meanwhile, peel and mince ginger. Shave cilantro leaves off the stems; discard stems and mince the leaves.
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Return skillet to medium heat. Juice lime into the skillet. Add ginger, half of the cilantro (reserving the rest for garnish), oil, chili-garlic sauce, honey, and coriander. Stir to combine the sauce.
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Return chicken to the skillet, along with any accumulated juices. Cover and simmer until chicken is cooked through, about 10 minutes.
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To serve, divide chicken and vegetables between plates. Sprinkle with reserved cilantro and enjoy!