Do I get the same satisfaction from defining and directing a project that my team at work implements?

Yes. Writing code was always fun but running a project is itself a systems engineering problem. Especially if you’re the one defining project scope.

So yes, absolutely it is the same level of joy. The code I wrote was just the method needed to solve the low-level problem but it was never the entire problem space.

I can see my fingerprints all over the user facing design and I can see all the places where I agonized over different approaches to maximize user enjoyment. Seeing the solutions manifest is thrilling frankly. I see users of LLMs as filling a similar role to mine in this respect.

That said, I understand that not everyone enjoys the entirety of the problem space to the same degree and so I can see how a reasonable group of people might not find the higher-level puzzle as enjoyable as its low-level counterpart just as there are those who might find the low-level tedious instead of rewarding.

A big chunk of the software development industry is not typing code but figuring out what code to write in the first place.

If you want to draw out the construction analogy, ask a mason or carpenter if they'd rather be an architect. (a lot would probably not want to, but I know a few people in the trades that can do a lot more than just welding two pieces of steel together, it's just that their job is the welding part.

Actually this will be one of the challenges; LLM assisted coding has empowered people to be more decision makers, lead developers, architects, etc than code monkeys. But it's a pyramid, there's only so many lead developers you feasibly need on a project.)

Not OP but if it comes to Claude or OpenAI use, that does make me roll my eyes.

That said, I use local AI on GPUs I own, so they are -my- tools on -my- property to help me research debug and help me execute my ideas faster than I could before, so more things get done than were done previously.

I keep my AI rack under my 3D printer because they are the same type of tool to me.