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Mathieu Mafille

Archives

All the articles I've archived.

2026 8
June 1
May 2
  • Claude Design — The First AI UI Tool That Doesn't Feel Like AI

    8 min read

    A hands-on look at Claude Design: what it is, why Anthropic built it, the results that surprised me, the unmistakable feeling that a real designer was in the loop, and the two ways out — Figma to keep designing, or Claude Code to ship.

  • LLM Inference — Where Your VRAM Goes and How to Get It Back

    10 min read

    A practical look at LLM inference: how context, KV cache, and model weights compete for VRAM, why Q8 on the KV cache is a free win, how quantization formats like GGUF and MLX compare, and why vLLM beats Ollama or LM Studio when you actually need throughput.

April 3
March 2