diff --git a/README.md b/README.md
index 9b072ca8..3ffdc3f9 100644
--- a/README.md
+++ b/README.md
@@ -142,7 +142,7 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T
 | :--- | :--- |
 | **Total Technical Resources (Links)** | **18657+** |
 | **Specialized MD Pages** | **162** |
-| **Total Commits** | **6584+** |
+| **Total Commits** | **6586+** |
 | **Primary AI Engine** | **Google Gemini (Agentic)** |
 <!-- HEART_STATS_END -->
 
@@ -180,7 +180,7 @@ 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 | 3025 | 12,493 | **Agentic AI Surge** (May 2026 Inception) |
+| 9 | 2026 | 3027 | 12,501 | **Agentic AI Surge** (May 2026 Inception) |
 <!-- ANNUAL_GROWTH_END -->
 
 <!-- ANNUAL_CHART_START -->
@@ -196,8 +196,8 @@ 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 --> 13000
-    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 12493]
-    bar [350, 142, 2046, 531, 402, 30, 53, 5, 3025]
+    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 12501]
+    bar [350, 142, 2046, 531, 402, 30, 53, 5, 3027]
 ```
 <!-- ANNUAL_CHART_END -->
 
@@ -208,7 +208,7 @@ xychart-beta
 | 2026-04 | 25 | 103 | Active Curation |
 | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** |
 | 2026-06 | 849 | 3,506 | Active Curation |
-| 2026-07 | 50 | 206 | Active Curation |
+| 2026-07 | 52 | 214 | Active Curation |
 <!-- MONTHLY_SURGE_END -->
 
 ### 2.4. Content Distribution and Semantic Clustering
diff --git a/src/v2_optimizer.py b/src/v2_optimizer.py
index e0437d37..03e07b2f 100644
--- a/src/v2_optimizer.py
+++ b/src/v2_optimizer.py
@@ -1787,6 +1787,13 @@ class V2VisionEngine:
                     "  - **[OWASP Jenkins Security Assessment](https://owasp.org/www-project-integration-standards/writeups/jenkins/)** <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Threat modeling and vulnerability checks to secure CI/CD pipelines.\n"
                 )
 
+                _body = _body.replace(
+                    "#### Helm Deployments\n\n",
+                    "#### Helm Deployments\n\n"
+                    "  - **[Official Red Hat Jenkins Image for OpenShift](https://github.com/openshift/jenkins)** <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Red Hat's official repository containing container image templates, configurations, and plugins customized for OpenShift.\n"
+                    "  - **[Deploy Helm charts with Jenkins on OpenShift 4](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4)** <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Practical Red Hat tutorial demonstrating Helm deployment orchestration within Jenkins pipelines on OpenShift.\n"
+                )
+
                 _body = _body.replace(
                     "#### Troubleshooting\n\n",
                     "#### Troubleshooting\n\n"
diff --git a/v2-docs/jenkins.md b/v2-docs/jenkins.md
index ef22dfc7..ba233cc9 100644
--- a/v2-docs/jenkins.md
+++ b/v2-docs/jenkins.md
@@ -94,6 +94,8 @@ description: "Top Jenkins resources for 2026, AI-ranked: Jenkinsfile Runner, Exa
 
 #### Helm Deployments
 
+  - **[Official Red Hat Jenkins Image for OpenShift](https://github.com/openshift/jenkins)** <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Red Hat's official repository containing container image templates, configurations, and plugins customized for OpenShift.
+  - **[Deploy Helm charts with Jenkins on OpenShift 4](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4)** <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Practical Red Hat tutorial demonstrating Helm deployment orchestration within Jenkins pipelines on OpenShift.
   - **(2021)** [**github.com/jenkinsci/helm-charts**](https://github.com/jenkinsci/helm-charts) <span class='md-tag md-tag--info'>⭐ 656</span> <svg class="v2-sparkline" width="50" height="15" viewBox="0 0 50 15" style="vertical-align: middle; display: inline-block; margin-left: 6px;" title="Activity Trend"><defs><linearGradient id="spark-grad-82bce355" x1="0" y1="0" x2="1" y2="0"><stop offset="0%" stop-color="rgba(34, 211, 238, 0.2)" /><stop offset="100%" stop-color="var(--md-accent-fg-color)" /></linearGradient></defs><path class="v2-sparkline-path" d="M 0 3 L 10 7 L 20 6 L 30 13 L 40 6 L 50 4" fill="none" stroke="url(#spark-grad-82bce355)" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" /><circle cx="50" cy="4" r="2" fill="var(--md-accent-fg-color)" /></svg> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — The official Helm Chart source repository for deploying production-ready Jenkins instances onto Kubernetes. *Curator Insight*: Official Helm charts. *Live Grounding*: This repository is the industry-standard starting point for declaring and running Jenkins on modern Kubernetes platforms.
 #### Kubernetes Deployment