Luis Godoy Alvarez
REALM Framework
An open operating framework for companies where humans and AI agents work as one crew. The company is the world, the human is the player, the agents are the characters, and the knowledge base is the world itself.
The roles
The human sets direction, the agents do what they do best, and everything is written back to a shared knowledge base. Not every piece of work uses every class, and the order varies, but this is the pattern.
- Player
- Hunter
- Mage
- Bard
- Warrior
- Cleric
- Codex
Numbers
The problem behind it
When agents enter a company, the hard question stops being only how the work gets done and becomes who owns context, what may act without approval, where memory lives and which decisions must stay human. A pile of prompts, chats and automations does not become a company by itself.
Why
Sample text at the intended length. Three or four sentences on how REALM came about: what was missing for you, what you first did by hand, and when it became clear this would turn into something. Concrete, in your own words, no marketing voice.
Why you built REALM. Nothing public on the site states a motive, so nothing is written here.
- What broke when you tried Scrum and classic role models with agents?
- Why the language of role-playing games in particular?
- Why publish it rather than keep it?
Insight
Sample text at the intended length. This is where the one thing you want to share publicly goes, technical or creative. Three or four sentences: what the problem was, how you solved it, and what surprised you. Enough substance that a peer nods, and short enough that nobody drops out.
One technical or creative insight you want to share publicly. None of it may come from the repo, only what you choose to tell.
- What does the Codex look like in practice, where everything is written back?
- How are the autonomy tiers cut, and where does approval begin?
- What changed in the framework since you started running it at Niflheim Records?
Screens
Saga
Saga is the agent that runs the channels at Niflheim Records. In the framework's language she is a Bard: she makes content and talks to people, while the Codex records what comes of it. The clips show her as she appears on X.
The videos are entirely AI-generated, by me. That is the point: anyone building an agent that appears in public has to be able to give it a face and a voice.
What belongs to it
- From live operation
- The framework did not come off a drawing board. It grew out of running Niflheim Records, and is developed from there.
- For the company of one
- It addresses solopreneurs working with agents, whether from zero or from a setup that grew without structure.
- Open and free
- Freely available, plus a PDF, a starter kit, GitHub, videos and a learning platform at lms.realmframework.org.
[ZITAT · LUIS]One short quote that fits this product.