I build to
understand.

A tethered underwater ROV built around cameras, sensors, propulsion and a modular architecture.

What does it actually take to build a useful underwater vehicle from accessible components?

A space-game prototype used to explore systems, progression, resources, crews and decision-making.

How can simple systems produce interesting decisions?

Experiments in model routing, orchestration, delegation and more efficient token usage.

Why use the most expensive model for every step if a smarter architecture can distribute the work?

A tool designed to help turn an unclear intention into a structured instruction for AI.

Can we help someone communicate better with AI without teaching them all of prompt theory?

A simple interface for explaining AI terminology without unnecessary jargon.

How do you make a jargon-heavy field understandable in seconds?

A tool for thinking about whether a problem is suitable for AI and how much human review it requires.

Does the problem actually need AI?