Engineering notes
Articles for people who
ship the stack
Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: moe
Run a Local Coding Model with llama.cpp and Wire It Into VS Code
Replace metered token bills with a local MoE model: pick a quantization, tune llama-server flags for small GPUs, connect Cline or Kilo Code, and lock down security.
1882 wordsRead articleOrnith-1.0-35B: MoE Quality of a Dense 27B on a MacBook
How a 35B mixture-of-experts model with 3B active parameters compares with Qwen3.6, what it needs to run under llama.cpp, and where it shines or lags.
956 wordsRead articleHardware reality check for running 100B-class models locally
MoE sparsity, quantization, and VRAM math decide whether 100B-class weights fit a workstation—not parameter marketing.
2477 wordsRead article
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About these articles
Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
Technical posts ship in English first so code and API names stay exact. The site chrome (navigation, SEO shells) is available in all nine languages.
New drafts land in the publish queue as they pass editorial checks. Running the site import picks up only new or changed slugs — nothing is duplicated.
Treat samples as illustrative. Validate against your stack and licences before production use. For delivery work, contact us with the brief.
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