

https://stackoverflow.com/questions/79948695/how-can-i-avoid-using-llms-as-a-software-developer
For me, the ideal usage case for LLMs are not prompts like “write this app” or “write this functionality” which indeed will often wreck havoc, but instead write simple functions. Sure, I can implement a matrix multiplication algorithm or search for optimised versions of it, but so can the LLM in a matter of seconds.
Please, just fucking don’t, BLAS and sparse pack and the netlib exists for a reason. Matrix multiply only sounds simple to you because you don’t actually care that much. The last thing anyone wants or needs is to start a new job and have to debug your awful regurgitated Numerical Recipes In C, incorrectly ported to python, AT SCALE.






see also the old ludicity snowflake post https://ludic.mataroa.blog/blog/i-accidentally-saved-half-a-million-dollars/ and everything by corey quinn LastWeekinAWS.com - there’s like this learned helplessness in corporate america IT (perhaps Graeber is right and more budget validates your self importance even if it’s wasted cloud spend), or they think its monopoly money or something. or, both.