Merge pull request #5412 from k8s-infra-cherrypick-robot/cherry-pick-5408-to-release-1.18

[release-1.18] pin go toolchain to 1.22.11 and go directive to 1.22.7

Author: k8s-ci-robot

go.mod

@@ -1,6 +1,8 @@
 module sigs.k8s.io/cluster-api-provider-azure
 
-go 1.22.11
+go 1.22.7
+
+toolchain go1.22.11
 
 require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.17.0