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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)
+
+> [!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.
 
+## 🏗️ Context
+
+Created by **Igor Holt** (AI Architect) as part of the **Genesis Conductor Engine**, `arbiter` serves as the resource orchestration layer for AI workloads within the infrastructure.
+
 ## 📖 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 Layer]
+        K8s[Kubernetes Cluster]
+        Workloads[AI Workloads]
+    end
+
+    subgraph Orchestration [Orchestration Layer]
+        Arbiter((Arbiter Core))
+    end
+
+    subgraph Infrastructure [Infrastructure Layer]
+        BareMetal[Bare-Metal Hardware]
+        VRAM[GPU / VRAM Resources]
+    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.