[pjm331]

as much as you or i may be against it, inevitably AI coding will move away from human review and toward more automated means measuring program correctness

this was already happening even before AI - human review is limited, linting is limited, type checking is limited, automated testing is limited

if all of these things were perfect at catching errors then we would not need tracing and observability of production systems - but they are imperfect and you need that entire spectrum of things from testing to observability to really maintain a system

so if you said - hey I'm going to remove this biased, error prone, imperfect quality control step and just replace it with better monitoring... not that unreasonable!

[munk-a]

I'm actually all for automated measures of program correctness and I think that manual testing is the last resort of tight budgets outside of highly complex integration issues. Adding more automated test cases that are built in to the CI pipline from the unit level to the highest levels (as long as they're not useless fluff) usually ensures a much lower level of defects. AI can help with that process, but only if we're diligent in checking that it isn't just building pages and pages of fluff ineffective tests - so we still end up needing to check the code and the tests that AI has written and I am still concerned that that ends up being more expensive in the long run.

[skeeter2020]

But who will police the police? Does the Coast Guard* review my QA setup and tests?

* https://www.youtube.com/watch?v=Tk4yyqXi8Xc