---
language:
  - en
license: cc-by-4.0
library_name: none
pipeline_tag: other
tags:
  - architecture
  - ai-governance
  - conversational-state
  - long-horizon
  - agent-design
  - human-in-the-loop
model-index:
  - name: hub-spoke-architecture
    results: []
---

# Hub-Spoke Architecture

**Hub-Spoke is a design framework for governing conversational state in long-horizon AI workflows.**

It addresses a systemic failure in linear chat systems: the inability to preserve decision authority as exploratory reasoning accumulates over time.

This repository hosts the canonical design paper and executive brief.

## What this is
- A governance model for conversational state
- A framework for preserving authority over long horizons
- A human-in-the-loop alternative to unstructured long-context chat

## What this is not
- A trained model
- An agent framework
- A memory store or RAG system

## Primary Reference
The full design document, diagrams, and ongoing discussion live on GitHub:

➡️ https://github.com/pstearns/hub-spoke-ai-architecture

## Organizational Context
This framework informs internal systems under development at **LogixForgeAI**, including long-horizon state governance for agentic workflows such as **CrankLogix**.

Feedback and discussion are welcome via GitHub.



## License

This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0).

https://creativecommons.org/licenses/by/4.0/