I think it won't be too different once we see a few upgrades that are going to be required for reliability (and scaling up the AI assisted engineering process):

  - deterministic agents, where the model guarantees the same output with a seed
  - much faster coding agents, which will allow us to "compile" or "execute" natural language without noticing the llm
  - maybe just running the whole thing locally so privacy and reliability are not an issue

There's going to be a massive shift in programming education though, because knowing an actual programming language won't matter any more than knowing assembly does today.