Preheat oven to 400°F (200°C) and line a baking sheet with parchment paper.
Toss sweet potato wedges with olive oil, salt, black pepper, and paprika.
Spread them out evenly on the baking sheet.
Roast for 25–30 minutes, flipping halfway through for even crispiness.
While they bake, whisk coffee, maple syrup, vinegar, butter, cinnamon, and salt in a saucepan.
Simmer on low heat for 5 minutes until slightly thickened.
Remove wedges from the oven and drizzle the glaze over them.
Serve immediately and enjoy your new fry obsession.