Getting stopped out

Here is my scenario. I have either a put or call vertical that expires at the end of the week. I usually put in a stop loss to prevent max loss on my vertical. Without fail the price would either rise and fall to hit my stop loss and then reverse either in the same day or one or two days later.

Any recommendations to minimize this from happening? I was thinking to wait to put in a stop loss until middle of the week.