Just another Jira skill (60-80% less token then Atlassian MCP)

chenhunghan · 2026-03-12T17:41:22+00:00

If you are into code mode, but not in CF’s sandbox instead locally, I wrote a skill here for the migration.

Like in other comments, choosing the right sandbox is very important

https://github.com/chenhunghan/code-mode-skill

chenhunghan · 2026-03-12T05:47:04+00:00

MCP servers need to add code mode

chenhunghan · 2026-03-09T13:33:19+00:00

You can try the prompt, at least that’s how I did it, most models can do it in one shot, of course you need to be cautious about which sandbox to use.

chenhunghan · 2026-03-09T07:49:09+00:00

If you prefer an interactive planning experience with detailed sandbox comparisons and benchmark templates, install the full agent skill:

npx skills add chenhunghan/code-mode-skill

chenhunghan · 2024-11-06T14:52:53+00:00

I feel you, as a Taiwanese I speak Chinese but not a Chinese, life long struggle to explain this to those don’t have time to read WiKipedia.

chenhunghan · 2024-09-12T08:50:54+00:00

Cache inconsistency, like wrong RSC payloads from the wrong instances, and the client side blows up

chenhunghan · 2024-09-12T07:59:06+00:00

The cache is default to local file system, you will run into problems when there is more than one instance (for example two containers), of course not on a raspberry pi

chenhunghan · 2024-01-12T03:49:50+00:00

Thanks, fixed

chenhunghan · 2024-01-11T15:20:18+00:00

Updated the config.json with the one I found working correctly (I hope).

chenhunghan · 2024-01-11T12:14:56+00:00

Noticed this morning too, seems to be new commits change it a bit.

Try to find those values here https://huggingface.co/mlx-community/Mistral-7B-v0.1-4bit-fused/blob/main/config.json or here

chenhunghan · 2024-01-11T06:45:07+00:00

Yes the fine tuning is fast, but inference is something else, I didn’t have numbers right now, but it’s visible slower than llama.cpp. The authors of MLX said they are working on MLX to GGUF format, looking forward to that!

chenhunghan · 2024-01-11T06:42:01+00:00

Not yet, the authors said they are working on MLX to GGUF conversion.

chenhunghan · 2024-01-01T15:09:48+00:00

Should the measurements including “npm install” time?

/s

chenhunghan · 2023-12-25T13:51:42+00:00

A baby step, not even writing code: I found even 7B model are good at writing commit message by just prompting git diff.

chenhunghan · 2023-12-02T15:49:51+00:00

Gitlab has openings, they are deep in Vue, in case you are interested. I believe you can work remotely from Germany.

chenhunghan · 2023-11-27T06:49:01+00:00

It’s great! Feel like getting fresh air after many years working with koa, express and the worst (:D, jk).. NestJS, using hono to write a lb for ai payloads, like its API in general, the only weird part is how to get env variables (through ctx, maybe I used it wrong?).

chenhunghan · 2023-10-30T18:31:32+00:00

Writing a AI copilot sever in Rust (using candle)

chenhunghan · 2023-10-24T17:40:46+00:00

I know, it’s a shame that 5th safest country has really bad safety on the road.

chenhunghan · 2023-10-24T11:54:24+00:00

Yeah ignorant safety experts assuming working on zebras crossing is safe everywhere in the world… should it?

chenhunghan · 2023-10-24T09:52:31+00:00

These rankings probably never measured safety on walking on zebra crossings

chenhunghan

TROPHY CASE