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> ## Documentation Index
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# I used a local Qwen3.6-35B-A3B LLM to extend my coding harness' capabilities

**[XDA Developers](https://daily.dev/sources/xda-developers)** · 4 min read · 0 upvotes · 0 comments

## Summary

A developer shares their experience using the Qwen3.6-35B-A3B model locally with Pi, a lightweight coding harness, to generate TypeScript extensions on the fly. Unlike Claude Code or OpenCode, Pi has a minimal context footprint, making it well-suited for local LLMs with limited context windows. The author runs Qwen3.6-35B-A3B via llama.cpp with MoE CPU offloading on an RTX 3080 Ti at ~24 t/s, and has built custom extensions connecting Pi to Docker, Podman, Home Assistant, TrueNAS, Redis, and log monitoring systems. A permission-enforcement extension is also used to require approval before any sudo-level actions.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.xda-developers.com/i-used-a-local-llm-to-extend-my-coding-harness-capabilities>

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---

Tags: [#typescript](https://daily.dev/tags/typescript), [#local-ai](https://daily.dev/tags/local-ai), [#qwen](https://daily.dev/tags/qwen), [#llama-cpp](https://daily.dev/tags/llama-cpp)

[View this post on daily.dev](https://daily.dev/posts/i-used-a-local-qwen3-6-35b-a3b-llm-to-extend-my-coding-harness-capabilities-nthq4whz5)

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