If vegetables are overcooked then they will turn soggy. 1) Wash the vegetables and completely dry them before cooking. 2) Cut the vegetables in uniform sizes so that they cook evenly. 3) Make sure you are cooking on high heat, stirring continuously the vegetables until they are crisp.