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I was just wondering, does USPS throw your mail because of lack of stamps like only putting one stamp instead of two; or do they send it back to you?

USPS won't just throw away mail because it doesn't have sufficient postage. They will either send it back to you or deliver it with a postage due notice. I don't know what is more common.