The state of cope:
- models are still not intelligent, they're just like, uhh, really good semantic fuzzers! so you can just put them in the loop, they'll fuzz your code, and all is good :)
- the number of bugs is "finite", so - esp with agentic help - we'll just catch up and all will be good :)
Annoyingly, the cope frontier is kinda right about both of these, so the joke shall go on. The only real counter to it would be to bring up that this finiteness claim only really applies to a frozen set of security boundaries and attack surfaces, but they'll probably just raise this being "an academic tier concern" and just tell you to ""fuzz"" more.
So ironically, it looks like these practices are rescued once again, and the bare minimum stays winning.
From the horse's mouth, in case you were suspecting these descriptions to be in bad faith: https://www.youtube.com/watch?v=NnV_cWeoo5Q