ARNAUD
GUIOVANNA.

AI PRODUCT BUILDER — END-TO-END

I'm a french AI Product Builder based in Normandy.

I design and build AI-powered learning systems: intelligent tutors, adaptive learning paths, educational applications, LMS plugins, and AI agent tutoring infrastructure (metacognitive MCP servers). Self-learning is a superpower. AI is the key to unlocking it for everyone, and I'm trying to build the tools to make it real.

Building the future of self-learning.

01 SHIPPED · BUILDING THE NEXT · SINCE 2024

[ ↓ ]scroll

01FLAGSHIP

> I build intelligent learning systems at the intersection of two disciplines: ITS architecture and metacognition on the pedagogy side, LLM infrastructure on the engineering side. My work is driven by one conviction — self-learning is a superpower, and AI can make it accessible to everyone.

TUTOR-MCP

ACTIVEV0.3 · MIT

> An adaptive learning engine exposed as an MCP server. It turns any LLM into a personalised tutor with real-time cognitive state tracking, spaced-repetition scheduling, misconception diagnosis, and a metacognitive loop that helps learners become autonomous.

THREE PARALLEL LOOPS

learning

What to learn, when. Five cognitive algorithms update the learner model in real time.

BKT · FSRS · IRT · PFA · KST

metacognitive

How the learner learns. Calibration tracking, autonomy score, mirror mechanism.

affect · calibration · autonomy · mirror

motivation

Why this matters. Signal-driven briefs, interest phases, no canned pep talk.

milestone · growth · reframe · utility

30

MCP TOOLS

5

ALGORITHMS

9

ALERT TYPES

90

TESTS

0-1

AUTONOMY

Go 1.25 · SQLite · MCP Go SDK · OAuth 2.1 · JWT · cron · Discord webhooks

[ website ↗ ][ github ↗ ][ readme ↗ ]

02STACK

LANGUAGES & FRAMEWORKS

  • Go
  • Next.js
  • Tailwind

AGENTIC CODING

  • Claude Code
  • Codex
  • OpenCode

LLMOPS

  • vLLM
  • LiteLLM
  • Langfuse

DEVOPS

  • Git
  • Docker
  • Linux