OTO

An ongoing attempt to make AI-assisted software work continue reliably beyond a single prompt or session.

What it does

OTO explores how an AI-assisted workflow can take an objective, break it into manageable work, carry out a step, check the result and continue from an actual record of progress. The goal is to spend less time repeatedly explaining context and more time moving useful work forward.

Why I built it

I work across games, production utilities and self-hosted systems. I wanted a way to coordinate that work across devices and sessions without treating every new conversation as a fresh start.

It's an engineering experiment rather than a finished product. I'm refining how tasks are handed off, how results are checked and when a person should take over. Reliability matters more to me than a flashy demo.

The direction

Long-term, I want an accessible system that can help independent creators turn ambitious ideas into working software, even when time and compute are limited. OTO is one step toward that.