The AI OS
The knowledge base and agent architecture that everything else here was built with.
What it is
A personal knowledge base and a set of agent workflows sitting on top of it. Everything starts as a note or a screenshot on my phone, and those sync in automatically, which sounds trivial and is the entire reason the knowledge base is alive rather than a folder I stopped opening in March.
Three things run on it. Ingest classifies every incoming source, decides what deserves reading, files the clear ones without asking, and hands me back a reading list and numbered questions instead of a backlog; it works the same whether six sources are pending or nine hundred. Oracle answers questions from what I've actually filed, with citations, and grades the strength of the evidence honestly, and its most important behaviour is abstaining: if the knowledge base is silent, it says so rather than reaching for general knowledge and dressing it up as mine. And a set of custom skills handles the recurring work, including vetting a business idea, grilling a plan before I commit to it, checking whether an AI answer can be trusted, pulling the useful part out of a book, and keeping track of what I've started and not finished.
Who it's for
Me. It's the reason one person shipped everything else on this page, and it's the thing I'd most want to be judged on.
Why I built it
Everything above needed research, decisions, and follow-through that I could not hold in my head at once. Rather than work harder across nine projects, I built the layer that remembers and reasons across all of them, then used it to build the rest.
How it's built
Workflows, Agents, Tools. A markdown procedure describes the job, the agent orchestrates and makes the judgement calls, and deterministic Python does the execution. The split exists because chained probabilistic steps compound error, since five steps at ninety percent accuracy is a coin flip, so anything that can be code is code. When something breaks, the fix isn't just to the script, it's to the written procedure, so the same failure can't recur. The system is a year of those corrections.