diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 99a125c5c..7d01a6290 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -78,3 +78,10 @@ jobs:
           fetch-depth: 0
       - name: Run e2e test
         run: ./test/test.sh
+
+      - name: Upload logs
+        uses: actions/upload-artifact@v3
+        if: failure()
+        with:
+          name: e2e-logs-${{ github.run_id }}
+          path: ${{ github.workspace }}/test/logs-*
diff --git a/test/environments/default.env.sh b/test/environments/default.env.sh
index 9ff07e815..b944ea002 100755
--- a/test/environments/default.env.sh
+++ b/test/environments/default.env.sh
@@ -25,6 +25,7 @@ create_data_plane data-v1-23 v1.23.4 || {
     echo "Failed to create data plane"
     exit 1
 }
+
 "${ROOT}/hack/gen-clusterconfigs.sh"
 
 "${cases}"
diff --git a/test/environments/multiple.env.sh b/test/environments/multiple.env.sh
index 3289e4fd4..9cd8ae857 100755
--- a/test/environments/multiple.env.sh
+++ b/test/environments/multiple.env.sh
@@ -11,17 +11,18 @@ cases="${1}"
 source "$(dirname "${BASH_SOURCE[0]}")/../helper.sh"
 
 releases=(
-    v1.23.5
-    v1.22.8
-    v1.21.11
+    v1.28.2
+    v1.27.6
+    v1.26.9
+    v1.25.14
+    v1.24.15
+    v1.23.17
+    v1.22.17
+    v1.21.14
     v1.20.15
-    v1.19.16
     v1.18.20
-    v1.17.17
     v1.16.15
-    v1.15.12
     v1.14.10
-    v1.13.12
     v1.12.10
     v1.11.10
     v1.10.13
@@ -46,6 +47,7 @@ for release in "${releases[@]}"; do
         exit 1
     }
 done
+
 "${ROOT}/hack/gen-clusterconfigs.sh"
 
 "${cases}"
diff --git a/test/helper.sh b/test/helper.sh
index ea84b6d0d..abdab3c84 100755
--- a/test/helper.sh
+++ b/test/helper.sh
@@ -60,6 +60,7 @@ function create_cluster() {
 # delete the kind cluster
 function delete_cluster() {
     local name="${1:-kind}"
+    kind export logs --name "${name}" "${ROOT}/test/logs/kind/${name}"
     kind delete cluster --name "${name}"
 }
 
@@ -127,7 +128,7 @@ function install_kwokctl() {
     if cmd_exist kwokctl; then
         return 0
     fi
-    wget "https://github.com/kubernetes-sigs/kwok/releases/download/v0.1.0/kwokctl-$(go env GOOS)-$(go env GOARCH)" -O "/usr/local/bin/kwokctl" &&
+    wget "https://github.com/kubernetes-sigs/kwok/releases/download/v0.4.0/kwokctl-$(go env GOOS)-$(go env GOARCH)" -O "/usr/local/bin/kwokctl" &&
         chmod +x "/usr/local/bin/kwokctl"
 }
 
@@ -150,38 +151,27 @@ function create_data_plane() {
     local name="${1}"
     local version="${2:-v1.19.16}"
     local kubeconfig
-    local pedia_cluster
     local ip
 
     install_kwokctl
 
-    KWOK_KUBE_VERSION="${version}" kwokctl create cluster --name "${name}" --quiet-pull
     ip="$(host_docker_internal)"
+    kwokctl create cluster --name "${name}" --wait 120s --kubeconfig "" --config - <<EOF
+kind: KwokctlConfiguration
+apiVersion: config.kwok.x-k8s.io/v1alpha1
+options:
+  quietPull: true
+  kubeVersion: ${version}
+  kubeApiserverCertSANs:
+  - ${ip}
+EOF
     kubeconfig="$(kwokctl get kubeconfig --name="${name}" | sed "s#/127.0.0.1:#/${ip}:#" || :)"
     if [[ "${kubeconfig}" == "" ]]; then
         echo "kubeconfig is empty"
         return 1
     fi
-    kwokctl --name="${name}" kubectl apply -f - <<EOF
-apiVersion: v1
-kind: Node
-metadata:
-  annotations:
-    kwok.x-k8s.io/node: fake
-    node.alpha.kubernetes.io/ttl: "0"
-  labels:
-    beta.kubernetes.io/arch: amd64
-    beta.kubernetes.io/os: linux
-    kubernetes.io/arch: amd64
-    kubernetes.io/hostname: fake-node
-    kubernetes.io/os: linux
-    kubernetes.io/role: agent
-    node-role.kubernetes.io/agent: ""
-    type: kwok-controller
-  name: fake-node
-EOF
-    pedia_cluster="$(build_pedia_cluster "${name}" "${kubeconfig}")"
-    echo "${pedia_cluster}" | kubectl apply -f -
+    kwokctl scale node --name="${name}" --replicas 1
+    build_pedia_cluster "${name}" "${kubeconfig}" | kubectl apply -f -
 }
 
 # delete the worker fake cluster
@@ -189,5 +179,6 @@ function delete_data_plane() {
     local name="${1}"
 
     kubectl delete PediaCluster "${name}"
+    kwokctl export logs --name "${name}" "${ROOT}/test/logs/kwok/${name}"
     kwokctl delete cluster --name "${name}"
 }
diff --git a/test/test.sh b/test/test.sh
index 6e9bffc5d..a69c6c1c9 100755
--- a/test/test.sh
+++ b/test/test.sh
@@ -28,6 +28,10 @@ function main() {
             echo "::group::Running test ${name} on ${env_name}"
             if ! "${env}" "${file}"; then
                 failed+=("'${name} on ${env_name}'")
+                mv "${TEST_ROOT}/logs" "${TEST_ROOT}/logs-${name}-${env_name}"
+            else
+                # Clean up logs
+                rm -rf "${TEST_ROOT}/logs"
             fi
             echo "::endgroup::"
         done