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In a medium bowl, toss brown sugar, cinnamon, ginger, nutmeg, maple syrup, water, pecan, and salt until well coated.
Add the mixture to the air fryer basket and air fry for 8 minutes.
Shake the basket halfway through. Cook the nuts until shiny and fragant.