Preheat air fryer to 200 °C / 400 °F.
In a bowl, mix softened cream cheese, shredded cheddar, diced jalapeños, garlic powder and onion powder (if using) until well combined.
Lay out pastry wrappers. Spoon ~1½–2 Tbsp filling onto each, leaving space at the edges for sealing.
Fold and roll each wrapper around the filling, sealing the edges (dab a little water on the edge if needed). Place seam‑down into the air fryer basket, single layer, no overlap.
Spray or brush a light coating of oil over each roll.
Air fry for 6–8 minutes (check at ~6 minutes) or until golden brown and crisp. If needed, spray a little more oil at ~3–4 minutes for extra crisp.
Let rest for ~1–2 minutes, then serve warm with your choice of dip.