To prevent soggy zucchini, shake the zucchini throughout the cooking time, and don't overcrowd the air fryer. Shake the vegetables about every 3-4 minutes while it cooks, and add the zucchini to the air fryer in batches, allowing sufficient airflow around the chunks as they air fry.