Write some tests for those functions. It will be worth it. No, I am not kidding, especially for AI we need tests, but we should report accuracy instead of a hard fail/pass.
@prompt("Find out if {programs} are correct.")
def do_they_work(programs: list) -> bool:
...
I just pushed it to production. Dashboard is all green. See you when I get back from vacation!