we've got product folks vibing out prototypes (not shippable but clickable) in our main front end in a few minutes to an hour. This would previously have involved 3 people and several weeks, or a ton of figma and documents to fill in the gaps. This saves weeks to months and lets them really experience the items.
Then they hand it off to someone who knows all that stuff who is also using AI and the impl also gets done faster.
The PMs are either moving infinitely faster, or at least 30x faster and not blocked constantly by others.
basically you're not comparing people who don't know much (tech) with those who do, you're comparing them before and after access to AI.
I setup k3s, and tons of what would be otherwise unnecessarily complicated stuff on my laptop for my side projects with additional home servers, smart house stuff. Otherwise k8s and things like that would have been daunting to learn and in theory and without constant professional exposure, etc...
Microservices in Go, Rust, which I didn't have any previous experience with, games in C and other languages. Didn't know anything about low level memory management before. Was just mainly TypeScript person. Just constantly building random fun stuff.
The question is, how quickly does a junior with no experience builds intuition without trial and error.