i think in longer terms. step one is what you mentioned. that's what people thought when computers came along and they said it will probably only be used to assist some scientists with complex calculus.
step two is to automate the business analyst then the architect.
step three might be to directly render whatever requirements the customer or enduser gives the LLM. and i bet this comes in under 10 years. Basically what StableDiffusion does right now. No Graphic designer needed.
And imagine what will happen, if you allow an LLM 10 years in the future to improve it's own architecture and training data.
And now imagine if you allow that thing to control chip factories and assembly lines to improve it's hardware...