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33 changes: 31 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")
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medium

The PR description states that the alt-text for the badges was made more descriptive, but the current changes only added a title attribute (the text in quotes). For optimal accessibility, the descriptive text should be placed in the alt attribute (the text within the square brackets), as screen readers primarily rely on this field.

I suggest updating the alt text to match the descriptive content provided in the title attribute to ensure the accessibility goals of this PR are met.

Suggested change
[![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")
[![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)
![Project Status: Experimental - Not recommended for production use](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 and is subject to significant changes.

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 CloudNative [Cloud Native Layer]
K8s[Kubernetes Cluster]
Workloads[AI Workloads]
end

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

subgraph Infrastructure [Infrastructure Layer]
BareMetal[Bare Metal Resources]
VRAM[aSHARD VRAM Pinning]
end

Workloads --> K8s
K8s <--> Arbiter
Arbiter --> BareMetal
Arbiter --> VRAM

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

## 🚀 Key Features

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