Your conclusion is wrong I think. LLMs cannot magically replace entry levels devs. Who’s gonna ask the LLM to create the basic website? The product owner? The accountant? The sales guy? They wouldn’t know how to be precise enough to state what they actually need. An entry level engineer would make use of the LLM to produce the website and push it to production. Hell, only engineers know that the devil is in the details. Quick example: let’s say a Contact Us page needs to be built. There are tons of details that need to be accounted for and the LLM may skip them if it is not told about them: where does the data of the form go to? A backend endpoint? What about captcha? What about analytics? What about validation of specific fields? What about the friendly URL? And disabling the button after sending to prevent duplicate requests?

An LLM is very capable of implementing all of that… if only someone who knows all of that stuff tell them first.

And most importantly: LLMs don’t challenge the task given. Engineers do. Many times, problems are solved without code.