diff --git a/Days/day19.md b/Days/day19.md
index c112f13..d1db522 100644
--- a/Days/day19.md
+++ b/Days/day19.md
@@ -168,6 +168,8 @@ Think about any repeatable tasks that you do every day or week or month and how
 
 I don't feel like I have maybe shown the power of bash scripting here in particular from a DevOps point of view so I am going to be looking for examples that will allow us to better create a script that does something or automates something for us. 
 
+I have created a very simple bash file that helps me spin up a Kubernetes cluster using minikube on my local machine along with data services and Kasten K10 to help demonstrate the requirements and needs around data management. [Project Pace](https://github.com/MichaelCade/project_pace/blob/main/singlecluster_demo.sh) But I did not feel this appropriate to raise here as we have not covered Kubernetes yet. 
+
 ## Resources 
 
 - [Bash in 100 seconds](https://www.youtube.com/watch?v=I4EWvMFj37g)
diff --git a/Days/day21.md b/Days/day21.md
index e69de29..a74c8d7 100644
--- a/Days/day21.md
+++ b/Days/day21.md
@@ -0,0 +1,3 @@
+
+
+If you have sneaked ahead then I suggest you take a look at this resource [Computer Networking full course](https://www.youtube.com/watch?v=IPvYjXCsTg8)
\ No newline at end of file