I feel for everyone in this situation. I don't think anyone is wrong to mourn the undeniably massive shift happening to something that has been such a big part of our lives, and I don't think anyone is wrong to be excited. I say this as someone who has worked in ML for coming up on 10 years now and is more towards the latter camp, where I love working with agents, and still spend plenty of time writing code by hand and studying. I don't think it's fair to pretend people are being unreasonable or are just "missing the big picture" for being unhappy.

But I also have found that where you work and what AI usage is like in your company is a pretty big deciding factor. Your comment, which I agree with, made me think about this. I consult a decent amount, and I've worked with companies where the engineering culture has adopted AI in a way I describe as "ugly." I should find a better word. But what I mean is that it's sort of like the attitude is "okay, now we can ship more tickets, so everyone take on 8x the workload". And they do a lot of "best practice" kind of stuff around using coding agents--every new anthropic article gets posted to slack, and there's always a new CI process for using agents--but they're fundamentally just trying to do the same work as before but kinda sorta faster. It's a weirdly miserable experience.

On the other hand, I've worked with companies where the engineering culture almost feels exuberant. I think a consistent difference is that in these companies, it feels like the engineers now have permission to try wildly ambitious things. It's not always optimally productive in the sense that more things get thrown away or end up just not really working out, but overall they move significantly faster and do more interesting work. Commonly, it's things they wanted to do before, but simply weren't realistic with their constraints around capacity. Or it's an idea like "this part of the codebase has always been a performance nightmare, but it's also a beast to untangle. I wonder if I could setup an autoresearch loop and let it run all day, even just to harvest some ideas?"

But yeah, when everyone sort of gives up and/or are forced to move an ungodly number of smaller tickets, it is a miserable time.

I definitely know what you mean about the difference in engineering culture. I'm definitely the kind to get excited by it and try out all manner of experiments and really have my head in the game on the new paradigm. My current team just isn't in that same wavelength. It's a lot more practical focus on shipping, and fair enough. It's a bit of an impedence mismatch for sure. Still, I have fun playing around with stuff in the evenings at home, but now at work I'm just trying to do bog-standard engineering and forget about the AI side of it to the degree that I can.