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 redpoint campaign on a 7c+ 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