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How to setup a local coding agent on macOS

ikyle.me

131–140 of 150 posts

Re: How to setup a local coding agent on macOS

#131

Earlier quoted context omitted.

> I appreciate the author for sharing their experience, but for beginners this might not be the best guide to use. Yeah, I didn't write this as a proper developer guide. My screen recording started getting loads of favourites and I started getting messages asking about how I set it up, so just through up a quick rundown of how I setup this test. I little just saw the Unclothe announcement about "Double the speed" and…

I wasn't familiar with Unclothe, so I had to look it up.. Are you sure you did not mean Unsloth?

They likely did, and this autocorrect slip might suggest why OP is using local models :)

Re: How to setup a local coding agent on macOS

#133

Earlier quoted context omitted.

M4 24GB here. You'll be fine, if you're anything like me minor latency is acceptable to obtain (a) privacy (b) reliability (c) CI/CD/guardrails (d) network independence (e) future-proofing vs. AIaaS. https://omlx.ai/ gives you intelligent local hardware based model download recommendations. That said it probably depends heavily on your workload, process and polish expectations. See also https://news.ycombinator.com/i…

what are you using on yours? I've got a M4 Pro 24GB also. tried the open source gpt one. it's alright but I found it can get stuck at times. maybe just my config in LM Studio.

pi + Qwen3-4B-Instruct-2507 / Qwen3.6-35B-A3B-4bit / Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-4.5bit-msq depending how seat-of-pants I want to fly on memory.

Re: How to setup a local coding agent on macOS

#134

Earlier quoted context omitted.

I wasn't familiar with Unclothe, so I had to look it up.. Are you sure you did not mean Unsloth?

They likely did, and this autocorrect slip might suggest why OP is using local models :)

Indeed, a clear Freudian slip. The one where you say one thing, but you mean your mother.

Re: How to setup a local coding agent on macOS

#135

This video is realtime. And shows the agent responding at a perfectly usable speed. Alas, this video appears not have been linked to the text that describes it. Perhaps I should ask an AI to generate an artistic rendering of the author's description.

The video is stuck in an ` ` tag so you need to wait for it to load. On a slow connection it might just not show for a while. Though the video is only 1MB so should load in if you wait.

I have >400MiB/s on this machine and had already spent several minutes reading through the explanation/instructions before scrolling back to the top; it just never loads for me. I had to manually open the link in another tab, for whatever reason.

Re: How to setup a local coding agent on macOS

#137
post #12

Earlier quoted context omitted.

I found a marginal downside to Qwen3.6-35B-A3B-MTP vs. the non-MTP equivalent on an M1 Max. I’ll maybe experiment with settings further though.

Use the 27b, it's better in every way once you add MTP (which speeds up dense models but often doesn't add any performance to MoE models like the 35b-a3b). I get around 100TK/s on my 2x 3090 machine and 85 on my M5 Max.

Thanks, I'll give it a go.

(I generally find standard 27B too slow to enjoy using, whereas 35B-A3B is pretty snappy.)

Re: How to setup a local coding agent on macOS

#139

Earlier quoted context omitted.

> I appreciate the author for sharing their experience, but for beginners this might not be the best guide to use. Yeah, I didn't write this as a proper developer guide. My screen recording started getting loads of favourites and I started getting messages asking about how I set it up, so just through up a quick rundown of how I setup this test. I little just saw the Unclothe announcement about "Double the speed" and…

I wasn't familiar with Unclothe, so I had to look it up.. Are you sure you did not mean Unsloth?

For some reason every time I type "Unsloth" macOS auto corrects it to "unclothe". It did it now, writing this reply. It's really annoying!

Re: How to setup a local coding agent on macOS

#140
post #138
post #5

I wrote a similar post some time ago just used ollama and opencode https://blog.kulman.sk/running-local-llm-coding-server/

Did you have any issue with tool calling inside opencode? I tried the same approach, but my models don't see any tool.

No issues with OpenCode and the Qwen models. Some issues with Pi because it uses different tool calling format, but I solved that with an extension.
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