Local LLMs have gone from a curiosity thing I poked at, to something I actually use on the regular now. Not for everything – cloud AI still wins at most tasks – but mainly personal documents I need to work through, anything where handing a cloud model the context feels like the wrong call. This use case alone made the whole thing worth setting up, and from there, I’ve just started paying more attention to what open models are actually capable of doing.