The expression no shit? (a contraction of no bullshit?) is Employed in reaction to an announcement that may be extraordinary or tough to feel. Alternatively the maker of your tough-to-imagine statement could insert no shit to strengthen the sincerity or truthfulness of their statement, specifically in response to somebody expressing disbelief at th