Product & AI.

Learning, building and simplifying agentic systems and tools. Based in the Dolomites.

Projects

Inside the Black Box

A 6-week self-study curriculum for LLM and transformer architecture — retold in short essays, plain(ish) English, analogies, and diagrams.

live ↗
Career Graph

Adapting Karpathy's LLM wiki to build a career knowledge graph using Obsidian and Claude Code.

github ↗
Storia

Language learning through short stories and exercise drills. If I spent as much time studying as building I'd be halfway to fluent. Still more useful than Duolingo.

live ↗
Soundboard

A narrow AI tool for tightening spoken delivery. Mostly an excuse to play with ElevenLabs and endlessly tinker with prompts and evals.

live ↗
BarkFriends

A marketplace experiment connecting buyers and breeders across Europe. Interesting — but definitely a distribution problem, not a tech problem.

sunset

Now

On gardening leave after an acquisition. Wrapping up a climbing project in Val Rienza. Building, learning, and burning through tokens whilst the subsidies last. Interested in small AI companies.

Writing

Product Beyond Features

Why product is an operating model, not a roadmap. On structure, delegation, and the decisions that compound.

read ↗
TBC — Mech interp / world models

Something branching off Inside the Black Box. Still figuring out the angle.

soon