diff --git a/applications/ray/kuberay-tpu-webhook/go.mod b/applications/ray/kuberay-tpu-webhook/go.mod
index f8ea52ea2..d07c7c8f2 100644
--- a/applications/ray/kuberay-tpu-webhook/go.mod
+++ b/applications/ray/kuberay-tpu-webhook/go.mod
@@ -3,7 +3,7 @@ module github.com/GoogleCloudPlatform/kuberay-tpu-webhook
 go 1.21
 
 require (
-	github.com/ray-project/kuberay/ray-operator v0.0.0-20240120000125-c45d959a2e14
+	github.com/ray-project/kuberay/ray-operator v1.1.0-rc.0
 	k8s.io/api v0.29.1
 	k8s.io/apimachinery v0.29.1
 	k8s.io/klog/v2 v2.120.1
@@ -53,7 +53,7 @@ require (
 	golang.org/x/tools v0.17.0 // indirect
 	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/protobuf v1.31.0 // indirect
+	google.golang.org/protobuf v1.32.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
diff --git a/applications/ray/kuberay-tpu-webhook/go.sum b/applications/ray/kuberay-tpu-webhook/go.sum
index b1c024c55..6966dc71f 100644
--- a/applications/ray/kuberay-tpu-webhook/go.sum
+++ b/applications/ray/kuberay-tpu-webhook/go.sum
@@ -93,8 +93,8 @@ github.com/prometheus/common v0.45.0 h1:2BGz0eBc2hdMDLnO/8n0jeB3oPrt2D08CekT0lne
 github.com/prometheus/common v0.45.0/go.mod h1:YJmSTw9BoKxJplESWWxlbyttQR4uaEcGyv9MZjVOJsY=
 github.com/prometheus/procfs v0.12.0 h1:jluTpSng7V9hY0O2R9DzzJHYb2xULk9VTR1V1R/k6Bo=
 github.com/prometheus/procfs v0.12.0/go.mod h1:pcuDEFsWDnvcgNzo4EEweacyhjeA9Zk3cnaOZAZEfOo=
-github.com/ray-project/kuberay/ray-operator v0.0.0-20240120000125-c45d959a2e14 h1:V2Wux1nlt/fp9YURKxJ1Lg6/+m8poFBm7hXz8N2fVbA=
-github.com/ray-project/kuberay/ray-operator v0.0.0-20240120000125-c45d959a2e14/go.mod h1:C96fIymVf98OVpZ8P1PiN9p+cM9OieL5JgyybA6QDp4=
+github.com/ray-project/kuberay/ray-operator v1.1.0-rc.0 h1:QZIFpSxxoTFyC64Z6NK+TUCbQqs6PKLj2lCKHsZpLOc=
+github.com/ray-project/kuberay/ray-operator v1.1.0-rc.0/go.mod h1:ZqyKKvMP5nKDldQoKmur+Wcx7wVlV9Q98phFqHzr+KY=
 github.com/rogpeppe/go-internal v1.11.0 h1:cWPaGQEPrBb5/AsnsZesgZZ9yb1OQ+GOISoDNXVBh4M=
 github.com/rogpeppe/go-internal v1.11.0/go.mod h1:ddIwULY96R17DhadqLgMfk9H9tvdUzkipdSkR5nkCZA=
 github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
@@ -166,8 +166,8 @@ google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6
 google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
-google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
+google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=