diff --git a/.github/workflows/ci-schedule-compatibility.yaml b/.github/workflows/ci-schedule-compatibility.yaml
index 4546c5493..ba68c5f15 100644
--- a/.github/workflows/ci-schedule-compatibility.yaml
+++ b/.github/workflows/ci-schedule-compatibility.yaml
@@ -11,6 +11,7 @@ jobs:
     if: ${{ github.repository == 'karmada-io/karmada' }}
     runs-on: ubuntu-22.04
     strategy:
+      fail-fast: false
       matrix:
         kubeapiserver-version: [ v1.21.10, v1.22.7, v1.23.4, v1.24.2, v1.25.0, v1.26.0, v1.27.3, v1.28.0 ]
         karmada-version: [ release-1.5, release-1.6, release-1.7 ]
@@ -53,7 +54,8 @@ jobs:
       - name: setup e2e test environment
         run: |
           hack/local-up-karmada.sh
-
+      - name: change kube-apiserver and kube-controller-manager version
+        run: |
           # Update images
           kubectl --kubeconfig=${HOME}/.kube/karmada.config --context=karmada-host \
             set image deployment/karmada-apiserver -nkarmada-system \