IT Specialist at Digilac writing about DevOps, AI tooling, and the Atlassian ecosystem. Open-source contributor and CS student based in Switzerland.https://www.mafille.me/https://www.mafille.me/posts/2026/quoven-evidence-layer-for-product-decisions/https://www.mafille.me/posts/2026/quoven-evidence-layer-for-product-decisions/A build-in-public look at Quoven, my SaaS that turns a freeform brief into a sourced, structured dossier on a product decision — the multi-probe research pipeline, the stack, and the decisions I'm proud of.Wed, 10 Jun 2026 07:00:00 GMTsaasaibuilding-in-publictypescriptMathieu Mafillehttps://www.mafille.me/posts/2026/claude-design-ai-native-ui-tool/https://www.mafille.me/posts/2026/claude-design-ai-native-ui-tool/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.Wed, 27 May 2026 07:00:00 GMTaidesignanthropicclaudeuiMathieu Mafillehttps://www.mafille.me/posts/2026/llm-inference-optimization/https://www.mafille.me/posts/2026/llm-inference-optimization/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.Wed, 13 May 2026 07:00:00 GMTaillminferenceperformancevllmMathieu Mafillehttps://www.mafille.me/posts/2026/openclaw-personal-ai-agent/https://www.mafille.me/posts/2026/openclaw-personal-ai-agent/A hands-on look at OpenClaw: what it is, how MEMORY and SOUL give it a personality that sticks, why the brain is swappable but the architecture isn't, how to keep it secure, and why Telegram is the ideal gateway.Wed, 29 Apr 2026 07:00:00 GMTaiopen-sourceproductivitytelegramMathieu Mafillehttps://www.mafille.me/posts/2026/bmad-method-structured-ai-development/https://www.mafille.me/posts/2026/bmad-method-structured-ai-development/A practical look at the BMAD method: what it is, how its specialized agents guide you through a real development workflow, why it pairs perfectly with Claude Code, and an honest comparison with vibe coding.Wed, 15 Apr 2026 07:00:00 GMTaiproductivityopen-sourceMathieu Mafillehttps://www.mafille.me/posts/2026/claude-code-ai-coding-companion/https://www.mafille.me/posts/2026/claude-code-ai-coding-companion/A deep dive into Claude Code: what it is, how it differs from Claude.ai, why the Max subscription is a bargain compared to API costs, and how MCP servers and built-in tools make it a genuine productivity multiplier.Wed, 01 Apr 2026 07:00:00 GMTaiclaude-codeproductivitymcpMathieu Mafillehttps://www.mafille.me/posts/2026/simap-mcp/https://www.mafille.me/posts/2026/simap-mcp/How I built simap-mcp, an open-source MCP server that lets AI assistants search and browse public tenders on SIMAP.ch.Wed, 18 Mar 2026 08:00:00 GMTmcpaiopen-sourcetypescriptMathieu Mafillehttps://www.mafille.me/posts/2026/hello-world/https://www.mafille.me/posts/2026/hello-world/A quick introduction to who I am, why I decided to start a blog, and what you can expect to find here.Mon, 16 Mar 2026 17:40:53 GMTpersonalmetaMathieu Mafille