Using Pi agent with qwen 3.6 35b a3b running with llamacpp on my GPU feels a lot like that. I have a script that watches my downloads folder and keeps it organized, and it used to just get the file extensions and move things based on type, now with a local llm in the loop, it moves things based on what it is, and what it is for. If I download a PDF file from work, it automatically reads the first page, figures out what its about, and moves it to my work documents.

“Whichever port that docker container is on, make it this one”

The nostalgia you just triggered in me

I’m anti LLM for a lot of applications, for a lot of reasons, but there are obviously things that it is useful for, and I think this is one of them. If a cybersecurity specialist reviews the flaws flagged by the LLM, confirms they are legitimate, and uses that data to fix them, I don’t see an issue.