diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index add56eb..974cbc1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -66,14 +66,14 @@ flowchart LR
     F --> H[[Step 7<br />GitHub Review]]
     H --> I[Step 8<br />Publish]
 
-    style A fill:pink
-    style B fill:pink
-    style C fill:pink
-    style D fill:pink
-    style E fill:yellow
-    style F fill:pink
-    style H fill:silver
-    style I fill:yellow
+    style A fill:pink,color:#000
+    style B fill:pink,color:#000
+    style C fill:pink,color:#000
+    style D fill:pink,color:#000
+    style E fill:yellow,color:#000
+    style F fill:pink,color:#000
+    style H fill:silver,color:#000
+    style I fill:yellow,color:#000
 ```
 
 **Legend:**
@@ -342,19 +342,18 @@ There are several primary types of contributions to this project:
 
 ### 📝 Content Library Article Submission(s)
 
-Contributions will typically author content articles. To start writing, we recommend review these essential framework resources:
+Contributions will typically author content articles under `/content/` folder. To start writing, we recommend reviewing these essential framework resources:
 
 - [Framework Overview] - Learn about the WAF mission, vision, objectives, and five pillars
-- [Project Structure](/docs/project-structure.md) - Understand the repository layout and where content lives
 - [Taxonomies](/docs/taxonomies.md) - Explore the design principles, areas, and other classifications
 
 **Inspiration for Content Library articles** comes from **Azure Architecture Center**. See the following example articles for your inspiration: 💡
 
-- [📄 Reliability: Recommendations for designing for redundancy](https://learn.microsoft.com/en-us/azure/well-architected/reliability/redundancy)
-- [📄 Security: Recommendations for identity and access management](https://learn.microsoft.com/en-us/azure/well-architected/security/identity-access)
-- [📄 Cost Optimization: Recommendations for optimizing environment costs](https://learn.microsoft.com/en-us/azure/well-architected/cost-optimization/optimize-environment-costs)
-- [📄 Operational Excellence: Recommendations for using infrastructure as code](https://learn.microsoft.com/en-us/azure/well-architected/operational-excellence/infrastructure-as-code-design)
-- [📄 Performance Efficiency: Recommendations for capacity planning](https://learn.microsoft.com/en-us/azure/well-architected/performance-efficiency/capacity-planning)
+- [📄 Reliability: Recommendations for designing for redundancy][reliability-redundancy]
+- [📄 Security: Recommendations for identity and access management][security-identity-access]
+- [📄 Cost Optimization: Recommendations for optimizing environment costs][cost-optimize-environment]
+- [📄 Operational Excellence: Recommendations for using infrastructure as code][operational-iac]
+- [📄 Performance Efficiency: Recommendations for capacity planning][performance-capacity-planning]
 
 ### 💻 Website Code Changes
 
@@ -412,6 +411,22 @@ See [Framework Overview] for details on each pillar.
 - Keep sentences **short and clear**
 - Avoid unnecessary jargon
 - Include practical examples
+- Prefer GitHub Docs links to **Enterprise Cloud**: `https://docs.github.com/en/enterprise-cloud@latest` (unless the guidance is specific to GitHub Enterprise Server)
+- Use Hugo shortcodes to keep articles consistent (see `archetypes/default.md`):
+  - Further assistance: `{{% seeking-further-assistance-details %}}`
+  - Related links: `{{% related-links-github-docs %}}`
+
+### Callouts
+
+Use Hextra callouts to highlight important information:
+
+```md
+{{< callout type="info" >}}
+This is an informational note.
+{{< /callout >}}
+```
+
+Use `type` for standard callouts (`info`, `warning`, `error`). For custom callouts, use `emoji`.
 
 > [!IMPORTANT]
 > Remember: [GitHub Docs] is the primary source of truth. Our framework supplements documentation with design thinking and decision-making guidance.
@@ -483,3 +498,8 @@ By contributing, you agree that your contributions will be licensed under the [M
 [Framework Overview]: /docs/framework-overview.md
 [Create a content request Issue]: https://github.com/github/github-well-architected-internal/issues/new?template=request-content.yml
 [GitHub Docs]: https://docs.github.com
+[reliability-redundancy]: https://learn.microsoft.com/en-us/azure/well-architected/reliability/redundancy
+[security-identity-access]: https://learn.microsoft.com/en-us/azure/well-architected/security/identity-access
+[cost-optimize-environment]: https://learn.microsoft.com/en-us/azure/well-architected/cost-optimization/optimize-environment-costs
+[operational-iac]: https://learn.microsoft.com/en-us/azure/well-architected/operational-excellence/infrastructure-as-code-design
+[performance-capacity-planning]: https://learn.microsoft.com/en-us/azure/well-architected/performance-efficiency/capacity-planning
diff --git a/docs/taxonomies.md b/docs/taxonomies.md
index abbaf6b..86558b4 100644
--- a/docs/taxonomies.md
+++ b/docs/taxonomies.md
@@ -14,7 +14,7 @@ When creating a new Content Library article, include relevant taxonomies in the
 ---
 title: 'Your Article Title'
 draft: false
-publishDate: 2024-12-05
+publishDate: 2025-12-05
 
 params:
   author:
@@ -43,7 +43,7 @@ features:
 
 components:
   - code-scanning
-  - repository-rulesets
+  - branch-rulesets
 ---
 ```
 
@@ -65,10 +65,12 @@ pillars:
 
 # The areas of the GitHub adoption journey. Inspiration taken from docs.github.com
 areas:
+  - agent-and-extensions
   - ci-cd-and-devops
   - client-apps
   - collaborative-coding
   - community
+  - context-engineering
   - developers
   - enterprise-and-teams
   - getting-started
@@ -78,13 +80,16 @@ areas:
 # Classifications of industries who may be at different stages of the customer journey.
 verticals:
   - automotive
-  - manufacturing
   - finance
   - gaming
-  - media
   - government
   - information-technology
+  - manufacturing
+  - media
+  - professional-service
+  - retail
   - smb-corporate
+  - mid-market
 
 # Individuals in key roles on the customer journey, typically consisting of one or more administrators and the end-user community.
 personas:
@@ -105,43 +110,65 @@ platform:
 features:
   - codespaces
   - copilot
+  - copilot-cli
   - git
-  - github-advanced-security
   - github-actions
+  - github-advanced-security
+  - github-apps
   - github-cli
+  - github-desktop
+  - github-discussions
   - github-mobile
+  - github-marketplace
   - github-pages
+  - github-packages
   - github-projects
+  - github-releases
   - issues-and-pull-requests
-  - mcp
   - repositories
 
 # Deeper-level topics of the GitHub Platform and its features. They are most often interacted with by end-users.
 components:
   - audit-log
   - actions-oidc
+  - actions-runners
   - billing-and-cost-centers
+  - branch-rulesets
+  - caches-and-artifacts
+  - chatmode
   - coding-agents
   - code-review-automation
   - code-scanning
+  - context-engineering
   - copilot-autofix
-  - copilot-enterprise
   - copilot-business
   - copilot-chat
+  - copilot-enterprise
+  - copilot-spaces
+  - custom-instructions
   - dependabot-and-dependency-review
+  - deployment-and-environments
   - git-lfs
   - governance-and-policy
+  - graph-api
   - insights-and-metrics
   - limits
+  - mcp-and-extensions
+  - migration
   - performance-engineering
+  - prompt-engineering
   - push-rulesets
   - repository-custom-properties
-  - repository-rulesets
+  - repository-rulesets # to be deprecated
+  - rest-api
+  - review-agents
+  - secret-protection
   - secret-scanning
   - security-campaigns
   - security-configurations
   - sso-saml
   - sso-oidc
+  - webhooks
 
 # Associated teams and other GitHub and Partner resources that can provide additional support.
 github:
@@ -153,6 +180,7 @@ github:
   - enterprise-support
   - expert-services
   - fast-track
+  - microsoft
   - partners
   - product-marketing
 ```