diff --git a/README.md b/README.md
index 19c35283..825c8c08 100644
--- a/README.md
+++ b/README.md
@@ -57,7 +57,7 @@ Nubenetes is one of the most comprehensive archives in the ecosystem, featuring
 | :--- | :--- |
 | **Total Technical Resources (Links)** | **17133+** |
 | **Specialized MD Pages** | **161** |
-| **Total Commits** | **3976+** |
+| **Total Commits** | **3978+** |
 | **Primary AI Engine** | **Google Gemini (Agentic)** |
 
 ### Top Categories by Density
@@ -90,13 +90,13 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem.
 | 2023 | 30 | 123 | Maintenance & Refinement |
 | 2024 | 53 | 218 | Curation Strategy Pivot |
 | 2025 | 5 | 20 | Stability & Research Phase |
-| 2026 | 417 | 1,722 | **Agentic AI Surge** (May 2026 Inception) |
+| 2026 | 419 | 1,730 | **Agentic AI Surge** (May 2026 Inception) |
 
 #### 2026: The Agentic Monthly Surge
 | Month | Commits | Est. New Refs | Status |
 | :--- | :---: | :---: | :--- |
 | 2026-04 | 25 | 103 | Active Curation |
-| 2026-05 | 392 | 1,618 | **Agentic Inception (Gemini Era)** |
+| 2026-05 | 394 | 1,627 | **Agentic Inception (Gemini Era)** |
 
 ### Content Distribution & Semantic Clustering
 
diff --git a/mkdocs.yml b/mkdocs.yml
index f60bca0c..99c8f3fc 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -61,8 +61,8 @@ markdown_extensions:
   - pymdownx.caret
   - pymdownx.details
   - pymdownx.emoji:
-      emoji_index: !!python/name:materialx.emoji.twemoji
-      emoji_generator: !!python/name:materialx.emoji.to_svg
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
   - pymdownx.highlight
   - pymdownx.inlinehilite
   - pymdownx.keys
diff --git a/v2-mkdocs.yml b/v2-mkdocs.yml
index 75293637..1852779a 100644
--- a/v2-mkdocs.yml
+++ b/v2-mkdocs.yml
@@ -65,10 +65,10 @@ markdown_extensions:
       custom_fences:
         - name: mermaid
           class: mermaid
-          format: !!python/name:pymdownx.superfences.mermaid_format
+          format: !!python/name:pymdownx.superfences.fence_code_format
   - pymdownx.emoji:
-      emoji_index: "material.extensions.emoji.twemoji"
-      emoji_generator: "material.extensions.emoji.to_svg"
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
   - attr_list
   - md_in_html
   - toc: