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Is it not a problem which is basically COMPLETELY SOLVED by LLMs ?

The reason this happens is because Makefiles (or CI/CD pipelines / linters config, bash scripts) are more or less "complete language" on their own, that are not worth learning when you can do ... exactly what the author says (copy/pasting/modifying until it works) 99% of the time.

But LLMs in general know the language so if you ask "write a minimal Makefile that does this" or even "please simplify the Makefile that i copy/pasted/modified", my experience is that they do that very well actually.






Completely solved? I'd say exacerbated beyond recognition. We have tools to let us get by so much farther without understanding anything, so it probably becomes less of a problem in more cases. But it basically guarantees that all but the most curious will not understand how the system actually works. Everything becomes magical copy/pasting from the most advanced information retrieval system with LLMs.



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