diff --git a/cni-plugin/Makefile b/cni-plugin/Makefile
index e8c9d6585aa..7dadfa0e544 100644
--- a/cni-plugin/Makefile
+++ b/cni-plugin/Makefile
@@ -26,10 +26,10 @@ WINFV_SRCFILES=$(shell find win_tests -name '*.go')
 CURL=curl -C - -sSf
 
 # Use forked CNI plugin URL and corresponding tagged artifacts.
-CNI_VERSION=v1.1.1-calico+go-1.21.8
+CNI_VERSION=v1.1.1-calico+go-1.22.4
 CNI_ARTIFACTS_URL=https://github.com/projectcalico/containernetworking-plugins/releases/download
 FLANNEL_ARTIFACTS_URL=https://github.com/projectcalico/flannel-cni-plugin/releases/download
-FLANNEL_VERSION=v1.2.0-flannel2-go1.21.8
+FLANNEL_VERSION=v1.2.0-flannel2-go1.22.4
 
 # By default set the CNI_SPEC_VERSION to 0.3.1 for tests.
 CNI_SPEC_VERSION?=0.3.1
diff --git a/metadata.mk b/metadata.mk
index bc5a41478b0..a6d95a9c909 100644
--- a/metadata.mk
+++ b/metadata.mk
@@ -8,7 +8,7 @@ GO_BUILD_VER = v0.89
 ACK_GINKGO=ACK_GINKGO_DEPRECATIONS=1.16.5
 
 # Version of Kubernetes to use for tests, bitnami/kubectl, and kubectl binary release.
-K8S_VERSION=v1.27.8
+K8S_VERSION=v1.27.15
 
 # Version of various tools used in the build and tests.
 COREDNS_VERSION=1.5.2
@@ -17,7 +17,7 @@ ETCD_VERSION=v3.5.1
 # tests to timeout or fail.
 KINDEST_NODE_VERSION=v1.24.7
 PROTOC_VER=v0.1
-UBI_VERSION=8.9
+UBI_VERSION=8.10
 
 # Configuration for Semaphore integration.
 ORGANIZATION = projectcalico