Ask HN: Is the next big thing locally running coding agents?

There are many markets. Qwen 3.6 27b at a high enough quant is good enough for many use cases. But enterprise-consumed tokens come with legal/data protection agreements. They have just gotten comfortable with BYOD- there is no BYOD equivalent set of practices and protections for local LLMs (BYOLLM). So some enterprises are getting back into prem GPU capacity.

I got Qwen 3.6 running locally on 12GB VRAM.

It went:

  AI: "I see you are building a Django project. How can I help?"

  Me: "When I click on the Reload button, it does not set the reload option correctly. Fix this"

     <10 minutes>

  AI: "I see you are building a Django project. How can I help?"

Needs more tweaking of the context window, I think.

Seriously, I agree that this is the future, when OpenAI et al have gone bust.