01 - Preheat your oven to 375°F. Grease a 9x13-inch baking dish with butter or cooking spray.
02 - In a large skillet over medium heat, melt 2 tbsp butter. Add sliced onions and a pinch of salt. Cook, stirring frequently, until onions are deeply golden and caramelized, about 20-25 minutes. Add minced garlic and cook for 1 minute more. Remove from heat.
03 - In a small saucepan, combine heavy cream, whole milk, thyme, nutmeg, black pepper, and remaining 1 tbsp butter. Heat over medium-low heat until steaming but not boiling. If using flour, whisk it in until smooth and slightly thickened.
04 - Arrange half of the sweet potato slices in the prepared baking dish, overlapping slightly. Season lightly with salt.
05 - Spread half of the caramelized onions over the potatoes. Sprinkle with half of the Gruyère and half of the cheddar cheese.
06 - Repeat with remaining sweet potatoes, caramelized onions, and cheeses, creating another complete layer.
07 - Pour the warm cream mixture evenly over the entire dish, ensuring it distributes through all layers.
08 - Cover the baking dish tightly with aluminum foil. Bake for 40 minutes.
09 - Remove the foil and continue baking uncovered for an additional 20 minutes, or until the top is golden brown and potatoes are fork-tender.
10 - Allow the gratin to rest for 10 minutes before serving to let the layers set. Garnish with fresh chives if desired.