In my opinion, and this is really my opinion, in the age of coding with AI, code review is changing as well. If you speed up how much code can be produced, you need to speed up code review accordingly.
I use automated tools most of the time AND I do very thorough manual testing. I am thinking about a more sophisticated testing setup, including integration tests via using a headless browser. It definitely is a field where tooling needs to catch up.
I do not claim this is vibe coding, and I do not ship unreviewed changes to safety critical systems (in case this is what people think). I claim that in 2025 reviewing every single changed line is not the only way to achieve quality at the scale that AI codegen enables. The unit of review is shifting from lines to specifications.
You cannot trust AI, its simple as that. It lies, it hallucinates and it can produce test code that can pass when it reality it does nothing that you expect it to even if you detail every little thing. Thats a fact.
Before its too late, come to your sense dude. I dont even think you believe what you say, because if you do, Id never want to work with you and neither would so many other people. You are making our profession some kind of toy. Thanks for contributing to the shitshow and making me realise that I have to be very careful who I work with in the future.
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Building a bridge from steel that lasts 100 years and carries real living people in the tens or hundreds of thousands per day without failing under massive weather spikes is engineering.
The answer: you don't!
Seems like this reality will become increasingly justified and embraced in the months to come. Really though it feels like a natural progression of the package manager driven "dependency hell" style of development, except now it's your literal business logic that's essentially a dependency that has never been reviewed.
My process is probably more robust than simply reviewing each line of code. But hey, I am not against doing it, if that is your policy. I had worked the old-fashioned way for over 15 years, I know exactly what pitfalls to watch out for.