Earlier quoted context omitted.
I spent more time correcting LLMs or agentics systems than just learning the domain and doing the coding myself. I mainly leave LLM to the boring work of doing tedious repetitive code. If I give it anything resembling anything that I'm not an expert on, it will make a mess of things.
Yeah the old adage "what you put in is what you get out" is highly relevant here. Admittedly I'm knowledgable in most of the domains I use LLMs for, but even so, my prompts are much longer now than they used to be. LLMs are token happy, especially Claude, so if you give it a short 1-2 sentence prompt, your results will be wildly variable. I now spend a lot of mental energy on my prompting, and resist the urge to use…
That being said, I may get to that stage. How-ever there is still a lot more growing pains to be had with LLM/AI before it reaches that point - if it ever does.