I might be convinced by predictions like the posted one as soon as an LLM is indeed able to independently and correctly solve such a problem, or even add a code generator for yet another target to my compiler, and produce decent code, without my permanent guidance and testing.
It might be true that industry requires less software engineers some day, but it might also well be that they continue to need as much engineers or even more than today, and these people generate ten to hundered times more output together with LLMs than today. Who knows.
You need to make sure it has access to the information it needs by providing docs as context if the code is imported or it will likely hallucinate or try to ill fit a solution into what it does know / can see.
How is this even possible? You tell the agent to write such-and-such a feature and it will edit the source files, run the compile, check for issues, fix them, run tests, etc. If there are missing imports or syntax errors it won't even compile and the agent will continue to fix it. Not once since I started using claude have I had an issue with this.
Are you just typing into a chat and copy pasting code? That was a terrible experience for me, don't do it.
Deep domain knowledge and expertise is essential. Until you actually work at the coal face in a given industry you don't know the complexity nor the opportunities for improvements. Talking to the workers is good, but you never get the complete picture.
Somehow I still get paid for this.
For example, for architectural 3D modeling software, the operating the software is being the architect who visualises, designs and refines the building's design.
