diff --git a/README.md b/README.md
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+++ b/README.md
@@ -3,10 +3,10 @@
   <p align="center">
     <img src="https://img.shields.io/github/stars/101dotxyz/gpteam.svg?style=for-the-badge&">
     <img src="https://img.shields.io/github/license/101dotxyz/gpteam.svg?style=for-the-badge&">
-    <br />
-  <a href="https://github.com/101dotxyz/gpteam/issues"><b>Report Bug</b></a>
-   | 
-  <a href="https://www.youtube.com/watch?v=cIxhI1d6NsM"><b>Video Demo</b></a>
+    <br /> 
+  <a href="https://www.gpteamai.com/ "><b>Web App</b></a>
+    |  
+  <a href="https://blog.langchain.dev/gpteam-a-multi-agent-simulation/"><b>Blog Post</b></a>
   
   </p>
     <div align="center">
@@ -14,13 +14,19 @@
   </div>
 </p>
 
-### *** NEW! The GPTeam web app is here! ✨ ***
+## NEW! The GPTeam web app is here! ✨ 
 Try it out: https://www.gpteamai.com/ 
 
+
+
 ## About GPTeam
 
 GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals. The main objective of this project is to explore the potential of GPT models in enhancing multi-agent productivity and effective communication.
 
+See a video demo here: https://www.youtube.com/watch?v=cIxhI1d6NsM
+
+Read more about the architecture here: https://blog.langchain.dev/gpteam-a-multi-agent-simulation/
+
 ## Getting started
 
 To begin exploring GPTeam, follow these steps: