Around 80% of my work is easy while the remaining 20% is very hard. At this stage the hard stuff is far outside the capability of LLM but the easy stuff is very much within its capabilities. I used to hire contractors to help with that 80% work but now I use LLMs instead. It’s far cheaper, better quality, and zero hassle. That’s 3 junior / mid level jobs that are gone now. Since the hard stuff is combinatorial complexity I think by the time LLM is good enough to do that then it’s probably good enough to do just about everything and we’ll be living in an entirely different world.

Exactly this, I lead cloud consulting + app dev projects. Before I would have staffed my projects with at least me leading it and doing the project management + stakeholder meetings and some of the work and bringing a couple of others in to do some of the grunt work. Now with Gen AI even just using ChatGPT and feeding it a lot of context - diagrams I put together, statements of work, etc - I can do it all myself without having to go through the coordination effort of working with two other people.

On the other hand, when I was staffed to lead a project that did have another senior developer who is one level below me, I tried to split up the actual work but it became such a coordination nightmare once we started refining the project because he could just use Claude code and it would make all of the modifications needed for a feature from the front end work, to the backend APIs, to the Terraform and the deployment scripts.

I would have actually slowed him down.