diff --git a/v2-docs/about.md b/v2-docs/about.md
index ea2c629b..29fa8d9b 100644
--- a/v2-docs/about.md
+++ b/v2-docs/about.md
@@ -8,17 +8,22 @@
 !!! quote "The Positive Sum Game"
     ==*"Open Source is most successful when is played as a positive sum game" (Sarah Novotny)*==
 
-### 🏛️ The Genesis: Munich 2018
+### 🏛️ 1. The Genesis: Munich 2018
 Nubenetes was forged in the internals of a massive Cloud Native transformation for a **major multinational car manufacturer** in Munich. Coordinating hundreds of microservices, thousands of developers, and millions of end-users taught us a fundamental truth: **Standardization, Automation, and GitOps are not "best practices"—they are survival requirements.**
 
-### 🧠 Our Engineering Philosophy
+### 🧠 2. Our Engineering Philosophy
 We reject technical obfuscation as a competitive advantage. Solutions that are "the hard way" by design do not scale and create fragile, person-dependent silos. 
 
-1.  **Correctness by Design**: We believe in doing DevOps correctly through the **GitOps pattern**. Automation without correctness is just faster failure.
-2.  **The Scientific Method**: We build bridges based on **evidence**, not politics or hype. If a solution cannot be empirically verified and automated, it is a liability.
-3.  **Abstractions vs. Reinventing the Wheel**: We prioritize established frameworks and enterprise standards over ad-hoc, unmaintainable tooling.
+#### 2.1. Correctness by Design
+We believe in doing DevOps correctly through the **GitOps pattern**. Automation without correctness is just faster failure. This architectural rigor ensures enterprise-grade stability at scale.
 
-### 📊 Comparative Maturity Framework
+#### 2.2. The Scientific Method
+We build bridges based on **evidence**, not politics or hype. If a solution cannot be empirically verified and automated, it is a liability. Engineers rely on evidence to solve problems.
+
+#### 2.3. Anti-Bikeshining: Abstractions over Reinvention
+We prioritize established frameworks and enterprise standards over ad-hoc, unmaintainable tooling. Reinventing the wheel is often a symptom of misaligned incentives in the IT sector.
+
+### 📊 3. Comparative Maturity Framework
 
 | Principle | Strategic Focus | Primary Toolset | Architectural Impact |
 | :--- | :--- | :--- | :--- |
@@ -26,13 +31,16 @@ We reject technical obfuscation as a competitive advantage. Solutions that are "
 | **GitOps** | ==Correctness & Drift Control== | Git + Kubernetes | ==Enterprise Stability== |
 | **SRE** | Reliability & Prevention | Observability | Scalable Quality |
 
-### 🚀 The 2026 Vision: Agentic Intelligence
+### 🚀 4. The 2026 Vision: Agentic Intelligence
 Nubenetes has evolved from a historical manual archive into an **Agentic Knowledge Graph**. 
 
-*   **V1 Archive (Exhaustive)**: Preserves historical context, the original curator's voice, and every technically valid link discovered since 2018.
-*   **V2 Elite Portal (Distilled)**: An O'Reilly-style technical library where 18k+ resources are filtered, ranked by impact, and enriched with AI-driven architectural summaries.
+#### 4.1. V1 Archive (Exhaustive)
+Preserves historical context, the original curator's voice, and every technically valid link discovered since 2018. It serves as the foundational truth for the entire ecosystem.
 
-> *"I am a big fan of the scientific method. Engineers rely on evidence. If you want to save the world, think like an engineer."* — **Mark Stevenson**
+#### 4.2. V2 Elite Portal (Distilled)
+An O'Reilly-style technical library where 18k+ resources are filtered, ranked by impact, and enriched with AI-driven architectural summaries for high-speed reference.
+
+> *"I am a big fan of the scientific method. Engineers do not build bridges from a right or left perspective... hello! I have a problem, can you help me? Engineers rely on evidence."* — **Mark Stevenson**
 
 ---