diff --git a/README.md b/README.md
index b3c20626..f23f0b5e 100644
--- a/README.md
+++ b/README.md
@@ -125,14 +125,14 @@ As of May 2026, Nubenetes has reached the **Platinum Operational Tier**, featuri
## 2. Repository Metrics and Evolution
### 2.1. The "Heart" of Nubenetes
-(Stats as of 2026-05-19)
+(Stats as of 2026-05-20)
| Metric | Value |
| :--- | :--- |
| **Total Technical Resources (Links)** | **15303+** |
| **Specialized MD Pages** | **161** |
-| **Total Commits** | **4781+** |
+| **Total Commits** | **4784+** |
| **Primary AI Engine** | **Google Gemini (Agentic)** |
@@ -170,12 +170,10 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem.
| 6 | 2023 | 30 | 123 | Maintenance & Refinement |
| 7 | 2024 | 53 | 218 | Curation Strategy Pivot |
| 8 | 2025 | 5 | 20 | Stability & Research Phase |
-| 9 | 2026 | 1222 | 5,046 | **Agentic AI Surge** (May 2026 Inception) |
+| 9 | 2026 | 1225 | 5,059 | **Agentic AI Surge** (May 2026 Inception) |
-🗺️ View Diagram
-
```mermaid
---
config:
@@ -188,11 +186,9 @@ xychart-beta
title "Nubenetes Annual Growth Metrics (2018–2026)"
x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"]
y-axis "Volume (Commits / Estimated New Refs)" 0 --> 9000
- bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 5046]
- bar [350, 142, 2046, 531, 402, 30, 53, 5, 1222]
+ bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 5059]
+ bar [350, 142, 2046, 531, 402, 30, 53, 5, 1225]
```
-
-
#### 2026: The Agentic Monthly Surge
@@ -200,7 +196,7 @@ xychart-beta
| Month | Commits | Est. New Refs | Status |
| :--- | :---: | :---: | :--- |
| 2026-04 | 25 | 103 | Active Curation |
-| 2026-05 | 1197 | 4,943 | **Agentic Inception (Gemini Era)** |
+| 2026-05 | 1200 | 4,956 | **Agentic Inception (Gemini Era)** |
### 2.4. Content Distribution and Semantic Clustering
@@ -211,8 +207,6 @@ Nubenetes uses AI-driven semantic clustering to organize its 17,000+ resources i
This chart shows the high-level distribution across the primary domains of Cloud Native engineering.
-🗺️ View Diagram
-
```mermaid
pie title Nubenetes Major Ecosystem Pillars
"Kubernetes Ecosystem" : 3500
@@ -224,8 +218,6 @@ pie title Nubenetes Major Ecosystem Pillars
"Security and DevSecOps" : 1000
"Specialized Topics" : 903
```
-
-
* **Kubernetes Ecosystem:** Includes core K8s, tools, networking, security, and operators. This is the heart of the project, with over 3,500 curated references.
@@ -236,8 +228,6 @@ pie title Nubenetes Major Ecosystem Pillars
Reflecting Nubenetes' mission of global access while maintaining technical English as the primary interface.
-🗺️ View Diagram
-
```mermaid
pie title Linguistic Diversity (Global Access)
"English" : 13772
@@ -245,8 +235,6 @@ pie title Linguistic Diversity (Global Access)
"French" : 153
"Others" : 459
```
-
-
---
@@ -574,8 +562,6 @@ Projected monthly budget for 24/7 autonomous maintenance.
Achieves **>90% cost reduction** compared to full-Pro architectures by utilizing multi-tier caching, global concurrency semaphores, and structured batching.
-🗺️ View Diagram
-
```mermaid
---
config:
@@ -591,8 +577,6 @@ xychart-beta
bar [75, 15, 10]
bar [10, 25, 65]
```
-
-
### 7.3. Economic Sustainability Principles