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: mlx
Run Local LLMs on a Mac With MLX Instead of the Default llama.cpp Engine
Learn when Apple's MLX beats llama.cpp on Apple Silicon, with benchmark ranges by model size, three ways to switch and the pitfalls to avoid.
1117 wordsRead articleIs a Bigger LoRA Worth It? Measure Accuracy Against Cost, Not Vibes
A small harness that treats LoRA recipes as data and reports accuracy, training time, latency and memory, so rank and iteration choices rest on numbers.
1242 wordsRead articleServing a LoRA Fine-Tune Locally: Verify, Fuse and Avoid Silent Failures
Prove a LoRA adapter actually improved a small model, fuse and serve it behind a local OpenAI-compatible API, and catch the failures that return confident wrong output.
2671 wordsRead article
FAQ
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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