diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index beed37e5..f21fbadb 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -10,8 +10,8 @@ on:
 
 env:
   # Common versions
-  GO_VERSION: '1.18'
-  GOLANGCI_VERSION: 'v1.47'
+  GO_VERSION: '1.19'
+  GOLANGCI_VERSION: 'v1.51'
   DOCKER_BUILDX_VERSION: 'v0.4.2'
 
   # Common users. We can't run a step 'if secrets.AWS_USR != ""' but we can run
@@ -43,7 +43,7 @@ jobs:
         run: |
           make generate
       - name: Lint golang code
-        uses: golangci/golangci-lint-action@v3.2.0
+        uses: golangci/golangci-lint-action@v3.5.0
         with:
           version: ${{ env.GOLANGCI_VERSION }}
           args: --verbose --timeout=10m
diff --git a/.github/workflows/e2e-1.24.yaml b/.github/workflows/e2e-1.26.yaml
similarity index 95%
rename from .github/workflows/e2e-1.24.yaml
rename to .github/workflows/e2e-1.26.yaml
index ea8fad21..0ec8eb8a 100644
--- a/.github/workflows/e2e-1.24.yaml
+++ b/.github/workflows/e2e-1.26.yaml
@@ -1,4 +1,4 @@
-name: E2E-1.24
+name: E2E-1.26
 
 on:
   push:
@@ -10,10 +10,10 @@ on:
 
 env:
   # Common versions
-  GO_VERSION: '1.18'
+  GO_VERSION: '1.19'
   KIND_ACTION_VERSION: 'v1.3.0'
   KIND_VERSION: 'v0.14.0'
-  KIND_IMAGE: 'kindest/node:v1.24.2'
+  KIND_IMAGE: 'kindest/node:v1.26.4'
   KIND_CLUSTER_NAME: 'ci-testing'
 
 jobs:
@@ -47,7 +47,7 @@ jobs:
           make helm
           helm repo add openkruise https://openkruise.github.io/charts/
           helm repo update
-          helm install kruise openkruise/kruise --version 1.3.0 --set featureGates="PodProbeMarkerGate=true"
+          helm install kruise openkruise/kruise --version 1.5.0
           for ((i=1;i<10;i++));
           do
             set +e
diff --git a/go.mod b/go.mod
index 10a3e4bb..9d1ad1c4 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/openkruise/kruise-game
 
-go 1.18
+go 1.19
 
 require (
 	github.com/BurntSushi/toml v0.3.1
@@ -8,6 +8,7 @@ require (
 	github.com/onsi/ginkgo v1.16.5
 	github.com/onsi/gomega v1.18.1
 	github.com/openkruise/kruise-api v1.3.0
+	github.com/prometheus/client_golang v1.12.1
 	google.golang.org/grpc v1.40.0
 	google.golang.org/protobuf v1.27.1
 	k8s.io/api v0.24.0
@@ -57,7 +58,6 @@ require (
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/nxadm/tail v1.4.8 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
-	github.com/prometheus/client_golang v1.12.1 // indirect
 	github.com/prometheus/client_model v0.2.0 // indirect
 	github.com/prometheus/common v0.32.1 // indirect
 	github.com/prometheus/procfs v0.7.3 // indirect
diff --git a/pkg/webhook/util/writer/atomic/atomic_writer.go b/pkg/webhook/util/writer/atomic/atomic_writer.go
index b2387f79..1167fb60 100644
--- a/pkg/webhook/util/writer/atomic/atomic_writer.go
+++ b/pkg/webhook/util/writer/atomic/atomic_writer.go
@@ -20,7 +20,6 @@ package atomic
 import (
 	"bytes"
 	"fmt"
-	"io/ioutil"
 	"os"
 	"path"
 	"path/filepath"
@@ -301,7 +300,7 @@ func shouldWriteFile(path string, content []byte) (bool, error) {
 		return true, nil
 	}
 
-	contentOnFs, err := ioutil.ReadFile(path)
+	contentOnFs, err := os.ReadFile(path)
 	if err != nil {
 		return false, err
 	}
@@ -353,7 +352,7 @@ func (w *Writer) pathsToRemove(payload map[string]FileProjection, oldTsDir strin
 
 // newTimestampDir creates a new timestamp directory
 func (w *Writer) newTimestampDir() (string, error) {
-	tsDir, err := ioutil.TempDir(w.targetDir, time.Now().UTC().Format("..2006_01_02_15_04_05."))
+	tsDir, err := os.MkdirTemp(w.targetDir, time.Now().UTC().Format("..2006_01_02_15_04_05."))
 	if err != nil {
 		klog.Error(err, "unable to create new temp directory")
 		return "", err
@@ -386,12 +385,12 @@ func (w *Writer) writePayloadToDir(payload map[string]FileProjection, dir string
 			return err
 		}
 
-		err = ioutil.WriteFile(fullPath, content, mode)
+		err = os.WriteFile(fullPath, content, mode)
 		if err != nil {
 			klog.Error(err, "unable to write file", "file", fullPath, "mode", mode)
 			return err
 		}
-		// Chmod is needed because ioutil.WriteFile() ends up calling
+		// Chmod is needed because os.WriteFile() ends up calling
 		// open(2) to create the file, so the final mode used is "mode &
 		// ~umask". But we want to make sure the specified mode is used
 		// in the file no matter what the umask is.
diff --git a/pkg/webhook/util/writer/fs.go b/pkg/webhook/util/writer/fs.go
index 93350e35..e3fa3556 100644
--- a/pkg/webhook/util/writer/fs.go
+++ b/pkg/webhook/util/writer/fs.go
@@ -20,7 +20,6 @@ package writer
 import (
 	"errors"
 	"fmt"
-	"io/ioutil"
 	"os"
 	"path"
 
@@ -158,19 +157,19 @@ func (f *fsCertWriter) read() (*generator.Artifacts, error) {
 	if err := ensureExist(f.Path); err != nil {
 		return nil, err
 	}
-	caKeyBytes, err := ioutil.ReadFile(path.Join(f.Path, CAKeyName))
+	caKeyBytes, err := os.ReadFile(path.Join(f.Path, CAKeyName))
 	if err != nil {
 		return nil, err
 	}
-	caCertBytes, err := ioutil.ReadFile(path.Join(f.Path, CACertName))
+	caCertBytes, err := os.ReadFile(path.Join(f.Path, CACertName))
 	if err != nil {
 		return nil, err
 	}
-	certBytes, err := ioutil.ReadFile(path.Join(f.Path, ServerCertName))
+	certBytes, err := os.ReadFile(path.Join(f.Path, ServerCertName))
 	if err != nil {
 		return nil, err
 	}
-	keyBytes, err := ioutil.ReadFile(path.Join(f.Path, ServerKeyName))
+	keyBytes, err := os.ReadFile(path.Join(f.Path, ServerKeyName))
 	if err != nil {
 		return nil, err
 	}