How is “no shit” used?

In Good Will Hunting (1997), one line is: “And I yell, "Don't forget the coffee. " No shit! You didn't say that.”

Which movie is “no shit” from?

The clip at the top of this page is from Good Will Hunting (1997).

used to show that you are surprised, impressed, etc. or that you are pretending to be

ironic · Heard in 50 moviesPlay Slang

Oxford40% of films
used to show that you are surprised, impressed, etc. or that you are pretending to be

Definitions from the Oxford Advanced Learner's Dictionary, 9th edition

And I yell, "Don't forget the coffee. " No shit! You didn't say that.

Said in 8 films · #1