diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 2acbb0baa..e6ccafe05 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -30,17 +30,17 @@ jobs:
     runs-on: ubuntu-20.04
     steps:
 
-    - name: Set up Go ${{ matrix.go }}
-      uses: actions/setup-go@v5
-      with:
-        go-version: ${{ matrix.go }}
-
     - name: Check out code into the Go module directory
       uses: actions/checkout@v4
       with:
         # to add commit DCO checks later
         fetch-depth: 21
 
+    - name: Set up Go ${{ matrix.go }}
+      uses: actions/setup-go@v5
+      with:
+        go-version: ${{ matrix.go }}
+
     - name: Check code
       uses: golangci/golangci-lint-action@v4.0.0
       with:
diff --git a/.github/workflows/build_setup.yml b/.github/workflows/build_setup.yml
index 1601073d2..50b136b74 100644
--- a/.github/workflows/build_setup.yml
+++ b/.github/workflows/build_setup.yml
@@ -22,14 +22,16 @@ jobs:
         name: Build setup scripts
         runs-on: ubuntu-20.04
         steps:
-        - name: Set up Go 1.21
-          uses: actions/setup-go@v5
-          with:
-            go-version: '1.21'
-        
+
         - name: Check out the code
           uses: actions/checkout@v4
 
+        - name: Set up Go version in go.mod file
+          uses: actions/setup-go@v5
+          with:
+            go-version-file: ${{ github.workspace }}/go.mod
+            cache-dependency-path: ${{ github.workspace }}/go.sum
+        
         - name: Build scripts
           run: pushd scripts && go build -o setup_tool && popd
         
diff --git a/.github/workflows/cri_minio_test.yml b/.github/workflows/cri_minio_test.yml
index e8ab7f199..b80cfb897 100644
--- a/.github/workflows/cri_minio_test.yml
+++ b/.github/workflows/cri_minio_test.yml
@@ -33,14 +33,15 @@ jobs:
     steps:
     - name: Setup TMPDIR
       run: mkdir -p $TMPDIR
+    
+    - name: Check out code into the Go module directory
+      uses: actions/checkout@v4
 
-    - name: Set up Go 1.21
+    - name: Set up Go version in go.mod file
       uses: actions/setup-go@v5
       with:
-        go-version: '1.21'
-
-    - name: Check out code into the Go module directory
-      uses: actions/checkout@v4
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
 
     - name: Build
       run: go build
diff --git a/.github/workflows/cri_stock_containerd_test.yml b/.github/workflows/cri_stock_containerd_test.yml
index 2dc5c3d9c..3e93fd3e6 100644
--- a/.github/workflows/cri_stock_containerd_test.yml
+++ b/.github/workflows/cri_stock_containerd_test.yml
@@ -23,10 +23,12 @@ jobs:
     - name: Check out code into the Go module directory
       uses: actions/checkout@v4
 
-    - name: Set up golang
+    - name: Set up Go version in go.mod file
       uses: actions/setup-go@v5
       with:
-        go-version: '1.21'
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
 
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
diff --git a/.github/workflows/cri_tests.yml b/.github/workflows/cri_tests.yml
index aadf88bd6..3fcb18df0 100644
--- a/.github/workflows/cri_tests.yml
+++ b/.github/workflows/cri_tests.yml
@@ -27,10 +27,12 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Set up golang
+      - name: Set up Go version in go.mod file
         uses: actions/setup-go@v5
         with:
-          go-version: "1.21"
+          go-version-file: ${{ github.workspace }}/go.mod
+          cache-dependency-path: ${{ github.workspace }}/go.sum
+
 
       - name: Add rsync
         run: |
diff --git a/.github/workflows/integration_tests.yml b/.github/workflows/integration_tests.yml
index 2bfcd88e4..d5367baef 100644
--- a/.github/workflows/integration_tests.yml
+++ b/.github/workflows/integration_tests.yml
@@ -30,11 +30,17 @@ jobs:
       matrix:
         test-name: [test, test-man-bench]
     steps:
+  
+    - name: Check out code into the Go module directory
+      uses: actions/checkout@v4
+      with:
+        lfs: true
 
-    - name: Set up Go 1.21
+    - name: Set up Go version in go.mod file
       uses: actions/setup-go@v5
       with:
-        go-version: '1.21'
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
 
     - name: Set up Python 3.x
       uses: actions/setup-python@v5
@@ -51,11 +57,6 @@ jobs:
       run: |
         sudo apt update
         sudo apt install rsync -y
-  
-    - name: Check out code into the Go module directory
-      uses: actions/checkout@v4
-      with:
-        lfs: true
     
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
diff --git a/.github/workflows/nightly_tests.yml b/.github/workflows/nightly_tests.yml
index 7707a2b72..561e7a519 100644
--- a/.github/workflows/nightly_tests.yml
+++ b/.github/workflows/nightly_tests.yml
@@ -19,23 +19,24 @@ jobs:
     steps:
     - name: Setup TMPDIR
       run: mkdir -p $TMPDIR
-
-    - name: Set up Go 1.21
-      uses: actions/setup-go@v5
-      with:
-        go-version: '1.21'
-
+    
     - name: Upgrade git
       run: |
         sudo add-apt-repository ppa:git-core/ppa -y
         sudo apt update
         sudo apt install git -y
-
+    
     - name: Check out code into the Go module directory
       uses: actions/checkout@v4
       with:
         lfs: true
 
+    - name: Set up Go version in go.mod file
+      uses: actions/setup-go@v5
+      with:
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
 
@@ -77,14 +78,15 @@ jobs:
     - name: Setup TMPDIR
       run: mkdir -p $TMPDIR
 
-    - name: Set up Go 1.21
-      uses: actions/setup-go@v5
-      with:
-        go-version: '1.21'
-
     - name: Check out code into the Go module directory
       uses: actions/checkout@v4
 
+    - name: Set up Go version in go.mod file
+      uses: actions/setup-go@v5
+      with:
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
 
diff --git a/.github/workflows/openyurt-unit-test.yml b/.github/workflows/openyurt-unit-test.yml
index f3187e7fa..5e3818485 100644
--- a/.github/workflows/openyurt-unit-test.yml
+++ b/.github/workflows/openyurt-unit-test.yml
@@ -22,14 +22,15 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - name: Set up Go 1.21
-      uses: actions/setup-go@v5
-      with:
-        go-version: '1.21'
-
     - name: Check out the code
       uses: actions/checkout@v4
 
+    - name: Set up Go version in go.mod file
+      uses: actions/setup-go@v5
+      with:
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
     - name: Build scripts
       run: 
         pushd scripts/openyurt-deployer && go build -o oy_deploy && popd
diff --git a/.github/workflows/stargz_tests.yml b/.github/workflows/stargz_tests.yml
index 2ad8519e2..0b8e93966 100644
--- a/.github/workflows/stargz_tests.yml
+++ b/.github/workflows/stargz_tests.yml
@@ -42,10 +42,11 @@ jobs:
       - name: Checkout LFS objects
         run: git lfs checkout
 
-      - name: Set up Go 1.21
+      - name: Set up Go version in go.mod file
         uses: actions/setup-go@v5
         with:
-          go-version: '1.21'
+          go-version-file: ${{ github.workspace }}/go.mod
+          cache-dependency-path: ${{ github.workspace }}/go.sum
 
       - name: Build setup scripts
         run: pushd scripts && go build -o setup_tool && popd
diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
index 8cd9def45..493b1c7f8 100644
--- a/.github/workflows/unit_tests.yml
+++ b/.github/workflows/unit_tests.yml
@@ -28,20 +28,20 @@ jobs:
       matrix:
         module: [misc, networking, snapshotting]
     steps:
+    - name: Check out code into the Go module directory
+      uses: actions/checkout@v4
 
-    - name: Set up Go 1.21
+    - name: Set up Go version in go.mod file
       uses: actions/setup-go@v5
       with:
-        go-version: '1.21'
-        
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
     - name: Set up Python 3.x
       uses: actions/setup-python@v5
       with:
         python-version: '3.x'
 
-    - name: Check out code into the Go module directory
-      uses: actions/checkout@v4
-
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
       
@@ -73,20 +73,20 @@ jobs:
       matrix:
         module: [profile]
     steps:
+    - name: Check out code into the Go module directory
+      uses: actions/checkout@v4
 
-    - name: Set up Go 1.21
+    - name: Set up Go version in go.mod file
       uses: actions/setup-go@v5
       with:
-        go-version: '1.21'
-        
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
+
     - name: Set up Python 3.x
       uses: actions/setup-python@v5
       with:
         python-version: '3.x'
 
-    - name: Check out code into the Go module directory
-      uses: actions/checkout@v4
-
     - name: Build setup scripts
       run: pushd scripts && go build -o setup_tool && popd
       
@@ -121,22 +121,22 @@ jobs:
       matrix:
         module: [ ctriface, ctriface/image, devmapper ]
     steps:
-    
-    - name: Set up Go 1.21
-      uses: actions/setup-go@v5
-      with:
-        go-version: '1.21'
-
     - name: Upgrade git
       run: |
         sudo add-apt-repository ppa:git-core/ppa -y
         sudo apt update
         sudo apt install git -y
-        
+
     - name: Check out code into the Go module directory
       uses: actions/checkout@v4
       with:
         lfs: true
+    
+    - name: Set up Go version in go.mod file
+      uses: actions/setup-go@v5
+      with:
+        go-version-file: ${{ github.workspace }}/go.mod
+        cache-dependency-path: ${{ github.workspace }}/go.sum
 
     - name: Add rsync
       run: |