diff --git a/PROJECTS/advanced/api-rate-limiter/README.md b/PROJECTS/advanced/api-rate-limiter/README.md
index 4c9e49c4..a56ef59b 100644
--- a/PROJECTS/advanced/api-rate-limiter/README.md
+++ b/PROJECTS/advanced/api-rate-limiter/README.md
@@ -15,7 +15,20 @@
 
 > Enterprise rate limiting for FastAPI using HTTP 420 "Enhance Your Calm".
 
-*This is a quick overview — security theory, architecture, and full walkthroughs are in the [learn modules](#learn).*
+<p align="center">
+  <a href="https://youtu.be/mIeVcpwWP2Q">
+    <img src="https://img.shields.io/badge/Watch_on-YouTube-FF0000?logo=youtube&logoColor=white" alt="Watch on YouTube">
+  </a>
+</p>
+
+<p align="center">
+  <a href="https://youtu.be/mIeVcpwWP2Q">
+    <img src="https://img.youtube.com/vi/mIeVcpwWP2Q/maxresdefault.jpg" alt="Video Thumbnail" width="800">
+  </a>
+</p>
+
+
+*Learning Docs are here: [learn modules](#learn).*
 
 ## What It Does