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---
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/ |