Portrait of Nicolas Munoz

Hi, I'm Nico 👋

Software Engineer living in Japan.

I have been working in the IT industry for more than ten years. Lately, most of my time goes into testing AI agents and the MCP tools they use. I write about tech and about life in Japan, and I also offer mentoring and consulting.

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Latest posts

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Projects

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EvalStudio

A workspace to build, run and improve AI evaluations: datasets, rubrics, Q&A and RAG evaluations, live agent sessions and a model arena, all from one UI that works for engineers and non-technical experts.

  • AI evaluation
  • React
  • FastAPI
  • LiteLLM

rubric-kit

My framework to generate rubrics and use them to evaluate AI agents, from Q&A pairs or exported chat sessions. It uses a panel of LLM judges, and it works fine with cheap or local models.

  • Python
  • LLM evaluation
  • MCP

Walter, my AI butler

An experiment with Openclaw: a personal butler on Telegram that manages my agenda and calendar, running in an LXC container in my home lab.

  • AI agents
  • Proxmox
  • home lab

Mentoring & consulting

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Mentoring

One-on-one sessions for engineers who want some guidance with their career or skills.

AI agent evaluation

Help with testing and evaluating AI agents and MCP tools.

Linux & developer tooling

Help with Linux workstations, containers and dev environments.