Documentation

What sits between a model and real work, and why it should be open.

The path an intent is designed to take, end to end — and which parts of it run today.

The unit of context. Where you are is meant to determine what can happen.

Declarations in configuration, not personalities in a prompt.

Routing and dispatch. Regex first, a model-based planner when that misses. Verified in parts, currently scaled down.

The agent runtime. Rust, 43 agents, the tool hub and the Telegram channel. Running.

How tools are exposed, scoped and kept replaceable. 50 in-house servers, 798 tools.

One for how it decides, one for what your code is. The first is running; the second is stale.

Bubbles and ideas as a hierarchy. Capture, link, promote into a project. Runs on a workstation.

Courses, exercises and a tutor, built from your own material on LearnHouse. Runs on our server; not open to the public yet.

Describe software, get a generated project. Routing exists; the engine is not running anywhere.

Perception and control of an actual machine — see the screen, then act on it. Workstation only.

A knowledge store built on Rowboat, with notes as plain files. Deployed on our server.

Video production through Laura. The API runs on our server; the GPU models run on a workstation.

Reminders, timers and planned tasks. Disabled by default, not running.

Newsletters, campaigns and images behind human approval. API on our server, generation on a workstation.

Speaking to the system — the interface it was designed around, and not working today.

Driving the system from a phone. Telegram and WhatsApp are configured; each is received and answered by the same gateway.

What is actually open, under which licence, and where the gaps are.

What you need, what works today, and what will not.

Every subsystem, with what we can actually verify about it. Runtime checks as of 27 October 2026; space labels as of 11 November 2026.