Reading through these comments, I can't tell any more whats bots posting on behalf of the AI providers trying to dissuade or whether people just have had negative experiences with local ai models.
IMO, Qwen 3.6 27B 8k quants running on a Mac Studio 64g ram, incredible?. No it is not frontier general super shit, its just good. That's it, its good. Its free and private and can take an experienced engineer from being lazy to being really lazy, and that's magic right there. I use llama.cpp and opencode and have great moments of planning some code changes, and letting it run. Walk away. Chill in the hamoc, clean the dishes, have a wank, whatever. Use tmux and ssh in and check in on it. THIS is where the incredible comes in. Anyone telling you otherwise, well check their motives. I have no skin in the game. I just have an easy lazy time.