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- Added a Mermaid architecture diagram to visually represent the system layers.
- Introduced a [!CAUTION] alert for experimental status.
- Improved accessibility with descriptive alt-text for badges.

Co-authored-by: igor-holt <125706350+igor-holt@users.noreply.github.com>
---
 README.md | 36 ++++++++++++++++++++++++++++++++++--
 1 file changed, 34 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 80d6c39..cdd3b4e 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,10 @@
 # ⚖️ 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)](https://opensource.org/licenses/MIT)
+![Status: Experimental - Not recommended for production use](https://img.shields.io/badge/Status-Experimental-orange)
+
+> [!CAUTION]
+> This project is currently in an experimental state and is not recommended for production use.
 
 Dual nature—combining bare-metal virtualized hardware management (aSHARD VRAM pinning) with quantum-accelerated Kubernetes scheduling.
 
@@ -9,6 +12,35 @@ Dual nature—combining bare-metal virtualized hardware management (aSHARD VRAM
 
 `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]
+        Workloads[AI Workloads]
+    end
+
+    subgraph Orchestration [Orchestration Layer]
+        Arbiter((Arbiter Core))
+        style Arbiter fill:#f96,stroke-width:4px
+        Schedule[Quantum-Accelerated Scheduler]
+        VRAM[aSHARD VRAM Manager]
+    end
+
+    subgraph Infrastructure [Infrastructure Layer]
+        BareMetal[Bare-Metal Nodes]
+        GPUs[Virtualized GPUs]
+    end
+
+    Workloads --> K8s
+    K8s <--> Schedule
+    Arbiter --- Schedule
+    Arbiter --- VRAM
+    VRAM <--> GPUs
+    GPUs --- BareMetal
+```
+
 ## 🚀 Key Features
 
 - 🏗️ **Infrastructure Awareness**: Directly manages bare-metal resources for maximum performance.