Doctrine
The shared curriculum. These units are the same for every role; the role pages carry everything role-specific.
An organization has lands. A land is a server that runs containers and services. Each land grows a forest: an embedded NATS server with JetStream. All forests in the organization connect through NATS clustering. Together they form one system.
Nims and the 5A patternA nim is a role in the forest with judgment. It is the only component that calls a Brain (an AI model). A nim catches Leaves from the Wind, reads Soil for context, thinks, and answers with new Leaves and compost. Neo is the developer nim. Nudge is the marketing nim. Nectar is the sales nim. Each nim is a colleague, not a script.
Operating doctrinesThese rules apply to every role, human or agent. They are how the forest stays observable, repeatable, and safe.
Where your work runsThe forest is the software system. The galaxy is the metal it runs on. You build against the forest, but a few facts about the galaxy decide where your integration lives, how it authenticates, and what it can see. There are four layers.
AI roll-upsA roll-up buys several small businesses in one trade and runs them as one. An AI roll-up changes how the work gets done inside them. You buy a services business at a services price, keep every client, and move the delivery work to agents. The clients stay. The invoices stay. The cost of delivering one unit of work drops.