SOTA LLMs are now quite good at typing out code that passes tests. If you are able to instruct the creation of sufficient tests and understand the code generated structurally, there is a significant multiplier in productivity. I have found LLMs to be hugely useful in understanding codebases more quickly. Granted it may be necessary to get 2nd opinions and fact check what is stated, but there is a big door now open to anyone to educate themselves.

I think there are some negative consequences to this; perhaps a new form of burn out. With the force multiplier and assisted learning utility comes a substantial increase in opportunity cost.