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31 changes: 29 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 - Open source software license](https://img.shields.io/badge/License-MIT-yellow.svg "License: MIT")](https://opensource.org/licenses/MIT)
![Status: Experimental - Not recommended for production use](https://img.shields.io/badge/Status-Experimental-orange "Status: Experimental")
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medium

The title attributes for the badges are currently redundant as they simply repeat the text already visible on the badges themselves. To improve clarity and provide more value for the "accessible tooltips" mentioned in the PR description, consider making the title attributes match the more descriptive alt text. This ensures that sighted users who hover over the badges receive the same additional context as screen reader users.

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


> [!CAUTION]
> This project is currently **Experimental** and is not recommended for production use.

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.

```mermaid
graph TD
subgraph CloudNative [Cloud Native]
K8s[Kubernetes Scheduler]
Workloads[AI Workloads]
end

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

subgraph Infrastructure [Infrastructure]
VRAM[aSHARD VRAM Pinning]
Hardware[Bare-metal Virtualization]
end

K8s -- Quantum-accelerated Scheduling --> Arbiter
Arbiter -- Hardware Management --> Hardware
Arbiter -- Resource Pinning --> VRAM
Workloads -- Deploy to --> K8s

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

## 🚀 Key Features

- 🏗️ **Infrastructure Awareness**: Directly manages bare-metal resources for maximum performance.
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