diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index dc0975ff..9ca82485 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -406,13 +406,13 @@ nav:
     - Bounty Program: "corporate/bounty_program.md"
     - Links & Resources: "governance/main.md"
     - Learn More:
-      - Framework Architecture Overview: "swarms/concept/framework_architecture.md"
-      - Code Quality Standards: "swarms/framework/code_cleanliness.md"
-      - Agentic Development Philosophy: "swarms/concept/philosophy.md"
+      - Understanding Swarms Architecture: "swarms/concept/framework_architecture.md"
+      - Code Style Guide & Best Practices: "swarms/framework/code_cleanliness.md"
+      - Our Development Philosophy & Principles: "swarms/concept/philosophy.md"
     - Contributing: 
-      - Adding New Tests: "swarms/framework/test.md"
-      - Add New Tools & Custom Plugins: "contributors/tools.md"
-      - Add New Documentations: "contributors/docs.md"
+      - Writing and Adding Tests: "swarms/framework/test.md"
+      - Creating Custom Tools & Plugins: "contributors/tools.md"
+      - Writing Documentation: "contributors/docs.md"
     - Changelog:
       - Swarms 5.6.8: "swarms/changelog/5_6_8.md"
       - Swarms 5.8.1: "swarms/changelog/5_8_1.md"