LLMs are general purpose, basically for demonstration purposes. This is basically generation 0.
Once they can optimize the training process more, which is something being heavily researched, you’ll be able to create ones for specific languages or even frameworks.
Dedicated hardware will be another huge boost.
Then they’ll start to be amazing.
Like most automations they’ll never replace us fully. But we’re already seeing productivity boosts that will mean not as many people are needed.
Kind of like how excel massively reduced how many accountants you need.