diff --git a/README.md b/README.md
index 0518bbcd5..4e26f532a 100644
--- a/README.md
+++ b/README.md
@@ -115,13 +115,13 @@ Updates on new material post book release.
 ![YouTube Channel Subscribers](https://img.shields.io/youtube/channel/subscribers/UCNDfiL0D1LUeKWAkRE1xO5Q?label=YouTube%20Subscribers&style=social)
 
 <!-- YOUTUBE-VIDEOS-LIST:START -->
+- [Master AI Orchestration with Local Models: Build Production-Ready Systems](https://www.youtube.com/watch?v=_szxpPxBYNU)
 - [An AWS Lambda Money Pit in Python](https://www.youtube.com/watch?v=csOAAm4X380)
 - [Part 2 Platform update 12/26/2024](https://www.youtube.com/watch?v=HVW3CULAh7k)
 - [Pragmatic AI Labs Platform Updates 12/26/2024](https://www.youtube.com/watch?v=GPqC4fPQrvE)
 - [Platform update Pragmatic AI Labs 12 26 2024](https://www.youtube.com/watch?v=_N6TakteJB8)
 - [Introducing the Pragmatic AI Labs Platform](https://www.youtube.com/watch?v=6dAzejT-8Ow)
 - [Introduction the Pragmatic AI Labs Platform](https://www.youtube.com/watch?v=ebaSpq4Us2A)
-- [DevOps: من تويوتا إلى السحابة](https://www.youtube.com/watch?v=sJw3o8owdIg)
 <!-- YOUTUBE-VIDEOS-LIST:END -->
 
 ### Kennedy Behrman