
Digital Mishaps
Applied AI products, operational agents and local infrastructure built for the awkward bit after the demo: doing useful work in a real company.
- Agents
- Local AI
- Products
2010—Now · Selected work
Not every GitHub repository deserves a monument.
These are the things with a story, a real product, or enough surviving evidence to excavate properly.

Applied AI products, operational agents and local infrastructure built for the awkward bit after the demo: doing useful work in a real company.

A factory automation game set in Santa’s workshop. Conveyors, quotas, elves and a suspicious amount of production engineering.

Train a tiny GPT in the browser and watch every layer learn, using JavaScript, Rust/WASM and WebGPU. No mystery cloud required.

A Talent Arena workshop that starts in 1999, turns into a song-driven browser show, then becomes six hands-on labs using the Web as an application platform.

One named agent spanning market monitoring, pull-request review, security checks, logs and recurring company briefings—with evidence and a route back to a human.

Curricula with inspectable sources, structure, reasoning and review—plus a knowledge graph a machine can actually use.

Six agents, one CAD brief and three blind reviewers: a deliberately unfair way to find out whether planning earns its tokens.

Language detection, translation, summarising, writing and prompting with models shipped inside the browser.

A safety-first Ethereum L2 and non-custodial smart wallet built with Arbitrum Orbit to make on-chain finance less reckless.


Room-sized video walls, holograms and low-latency collaboration connecting a person on stage with walls full of remote participants.

A browser collaboration product that grew into virtual classrooms and rooms used by universities and companies, then joined LoopUp.

A private-beta social network built around a personal bot that learned about you and retrieved your digital life through conversation. In 2010. Yes, really.