Like you I could not understand why my stir-fry did not taste right until I discovered sesame seed oil. It makes all the difference. Just remember a small amount goes a long ways. Also soy sauce will give it lots of flavor, but unless you are using low sodium soy sauce cut back on the salt. Try experimenting with different sauces, they will add flavor.