I'm not a programmer by any stretch but what LLM's have been great for is getting my homelab set up. I've even done some custom UI stuff for work that talks to open source backend things we run. I think I've actually learned a fair bit from the experience and if I had to start over I'd be able to do way way more on my own than I was able to when I first started. It's not perfect and as others have mentioned I have broken things and had to start projects completely from scratch but the second time through I knew where pitfalls were and I'm getting better at knowing what to ask for and telling it what to avoid.
I'm not a programmer but I'm not trying to ship anything either. In general I'm a pretty anti-AI guy but for the non-initiated that want to get started with a homelab I'd say its damn near instrumental in a quick turnaround and a fairly decent educational tool.
The baby must be at least Level IIIA / III right? Better than no plate at all.