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35 changes: 33 additions & 2 deletions README.md
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# ⚖️ arbiter

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
![Status: Experimental](https://img.shields.io/badge/Status-Experimental-orange)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg "License: MIT - Open source software license")](https://opensource.org/licenses/MIT)
![Status: Experimental](https://img.shields.io/badge/Status-Experimental-orange "Project Status: Experimental - Not recommended for production use")

> [!CAUTION]
> This project is currently **Experimental**. It is not recommended for production use as it involves low-level hardware orchestration and quantum-accelerated algorithms that are still undergoing active development.

Dual nature—combining bare-metal virtualized hardware management (aSHARD VRAM pinning) with quantum-accelerated Kubernetes scheduling.

## 📖 Overview

`arbiter` is a specialized orchestration layer designed for high-performance computing environments. It bridges the gap between low-level hardware management and cloud-native scheduling, providing a unified interface for managing virtualized resources with precision.

## 🗺️ Architecture

```mermaid
graph TD
subgraph Cloud_Native [Cloud Native Layer]
K8S[Kubernetes Cluster]
end

subgraph Orchestration [Orchestration Layer]
Arbiter((Arbiter Core))
end

subgraph Infrastructure [Infrastructure Layer]
BM[Bare-Metal Hardware]
AS[aSHARD VRAM Pinning]
end

K8S <--> Arbiter
Arbiter <--> BM
Arbiter <--> AS

style Arbiter fill:#f96,stroke-width:4px
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medium

The hardcoded fill color #f96 (orange) for the Arbiter node may have insufficient contrast with the text (especially in dark mode) and does not specify a text color. Since this PR explicitly aims to improve accessibility, consider explicitly setting the text color to black or using a theme-compatible approach to ensure readability across different UI themes.

Suggested change
style Arbiter fill:#f96,stroke-width:4px
style Arbiter fill:#f96,stroke-width:4px,color:#000

```

## 🚀 Key Features

- 🏗️ **Infrastructure Awareness**: Directly manages bare-metal resources for maximum performance.
- 📍 **VRAM Optimization**: Uses aSHARD pinning to eliminate GPU memory fragmentation.
- ⚛️ **Next-Gen Scheduling**: Leverages quantum-accelerated algorithms for complex Kubernetes workloads.
- ⚖️ **Unified Orchestration**: A single control plane for both hardware and cluster-level operations.

## 📜 Context

`arbiter` was created by **Igor Holt** (AI Architect) as a core component of the **Genesis Conductor Engine**. It serves as the resource orchestration layer for AI workloads, bridging high-level scheduling with specialized hardware constraints.

## ⚖️ License

This project is licensed under the [MIT License](LICENSE).