I know it seems counterintuitive, but you are more likely to make a mistake if you are more aware of your mistakes. By making a positive habit of checking your work regularly and making yourself aware that you have a lot to learn and that your work may take off once you have done what you are supposed to, you will likely be more aware of what you have done and more likely to realize your errors.