[Task] Make kubernetes 1.22 the default version

[Skarlso]

Description

Atm the default is 1.21. We need to make k8s 1.22 the default version

Reference PR : here

[Skarlso]

@Himangini Thanks for the updates on the ticket! 👍 Especially the ref pr. :)