I keep both eyes open, and remember Grampa's words well. "Look through the sights."
Meaning to line up the front sight through the rear sights, put them where you want the bullet to go. It has worked for me for the past 28 of my 35 years of life.
No matter how many times you do it and nothing happens it only takes something going wrong one time to kill you.