diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index dbbf6eefb21..4306ba7c395 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -19,18 +19,10 @@ jobs:
     - name: Checkout
       uses: actions/checkout@v3
     - name: Setup Golang
-      uses: actions/setup-go@v3
+      uses: actions/setup-go@v4
       with:
-        go-version: ~1.20
-    - name: Golang Cache
-      uses: actions/cache@v3
-      with:
-        path: |
-          ~/.cache/go-build
-          ~/go/pkg/mod
-        key: ${{ runner.os }}-golang-${{ hashFiles('**/go.sum') }}
-        restore-keys: |
-          ${{ runner.os }}-golang-
+        go-version-file: 'go.work'
+        cache-dependency-path: "**/*.sum"
     - name: Build Contrib
       run: |
         curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sudo sh -s -- -b /usr/local/bin v1.51.2
diff --git a/.github/workflows/convert.yml b/.github/workflows/convert.yml
index af78420513e..30ff3be5765 100644
--- a/.github/workflows/convert.yml
+++ b/.github/workflows/convert.yml
@@ -20,18 +20,10 @@ jobs:
     - name: Checkout
       uses: actions/checkout@v3
     - name: Setup Golang
-      uses: actions/setup-go@v3
+      uses: actions/setup-go@v4
       with:
-        go-version: ~1.20
-    - name: Golang Cache
-      uses: actions/cache@v3
-      with:
-        path: |
-          ~/.cache/go-build
-          ~/go/pkg/mod
-        key: ${{ runner.os }}-golang-${{ hashFiles('**/go.sum') }}
-        restore-keys: |
-          ${{ runner.os }}-golang-
+        go-version-file: 'go.work'
+        cache-dependency-path: "**/*.sum"
     - name: Build Contrib
       run: |
         curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sudo sh -s -- -b /usr/local/bin v1.51.2
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 16d5d351910..8650732d4ca 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -92,16 +92,11 @@ jobs:
       DOCKER: false
     steps:
     - uses: actions/checkout@v3
-    - uses: actions/setup-go@v3
+    - name: Setup Golang
+      uses: actions/setup-go@v4
       with:
-        go-version: '1.20'
-    - name: cache go mod
-      uses: actions/cache@v3
-      with:
-        path: /go/pkg/mod
-        key: ${{ runner.os }}-go-${{ hashFiles('**/contrib/nydusify/go.sum', '**/contrib/ctr-remote/go.sum', '**/contrib/nydus-overlayfs/go.sum') }}
-        restore-keys: |
-          ${{ runner.os }}-go
+        go-version-file: 'go.work'
+        cache-dependency-path: "**/*.sum"
     - name: build contrib go components
       run: |
         make -e GOARCH=${{ matrix.arch }} contrib-release
diff --git a/.github/workflows/smoke.yml b/.github/workflows/smoke.yml
index bbe3a1aface..4ec13070605 100644
--- a/.github/workflows/smoke.yml
+++ b/.github/workflows/smoke.yml
@@ -24,18 +24,10 @@ jobs:
     - name: Checkout
       uses: actions/checkout@v3
     - name: Setup Golang
-      uses: actions/setup-go@v3
+      uses: actions/setup-go@v4
       with:
-        go-version: ~1.20
-    - name: Golang Cache
-      uses: actions/cache@v3
-      with:
-        path: |
-          ~/.cache/go-build
-          ~/go/pkg/mod
-        key: ${{ runner.os }}-golang-${{ hashFiles('**/go.sum') }}
-        restore-keys: |
-          ${{ runner.os }}-golang-
+        go-version-file: 'go.work'
+        cache-dependency-path: "**/*.sum"
     - name: Build Contrib
       run: |
         curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sudo sh -s -- -b /usr/bin v1.51.2