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Spray the air fryer basket with cooking spray. Set aside.
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Heat the olive oil in a medium skillet over medium heat until it shimmers.
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Add the garlic to the skillet and cook for 30 seconds. Stir in the cabbage and carrots and sauté for about 5 minutes, stirring occasionally, or until the vegetables are lightly tender.
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Fold in the shrimp and soy sauce and sprinkle with salt and pepper, then stir to combine. Sauté for another 2 minutes, or until the moisture is evaporated. Remove from the heat and set aside to cool.
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Put a spring roll wrapper on a work surface and spoon 1 tablespoon of the shrimp mixture onto the lower end of the wrapper.
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Roll the wrapper away from you halfway, and then fold in the right and left sides, like an envelope. Continue to roll to the very end, using a little water to seal the edge. Repeat with the remaining wrappers and filling.
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Place the spring rolls in the air fryer basket in a single layer, leaving space between each spring roll. Mist them lightly with cooking spray.
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Put the air fryer basket on the baking pan and slide into Rack Position 2, select Air Fry, set temperature to 375ºF (190ºC), and set time to 10 minutes.
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Flip the rolls halfway through the cooking time.
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When cooking is complete, the spring rolls will be heated through and start to brown. If necessary, continue cooking for 5 minutes more. Remove from the oven and cool for a few minutes before serving.