diff --git a/.github/workflows/install.yaml b/.github/workflows/install.yaml
index 9890b82f5f..5be9d158ff 100644
--- a/.github/workflows/install.yaml
+++ b/.github/workflows/install.yaml
@@ -21,7 +21,7 @@ jobs:
       working-directory: ${{ github.workspace }}/go/src/github.com/${{ github.repository }}
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
           path: go/src/github.com/${{ github.repository }}
@@ -41,14 +41,14 @@ jobs:
     env:
       working-directory: ${{ github.workspace }}/go/src/github.com/${{ github.repository }}
     steps:
-      - name: Set up Go 1.21
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.21.x
+          go-version-file: 'go.mod'
         id: go
 
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
           path: go/src/github.com/${{ github.repository }}
diff --git a/.github/workflows/integrate-cluster-cmd.yaml b/.github/workflows/integrate-cluster-cmd.yaml
index b48710b7ba..073323fba4 100644
--- a/.github/workflows/integrate-cluster-cmd.yaml
+++ b/.github/workflows/integrate-cluster-cmd.yaml
@@ -42,13 +42,13 @@ jobs:
           - 'test_tikv_cdc'
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+          go-version-file: 'go.mod'
         id: go
       - name: Build build_integration_test
         run: |
@@ -99,7 +99,7 @@ jobs:
       - name: Upload component log
         if: ${{ failure() }}
         # if: always()
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           overwrite: true
           name: component_logs
diff --git a/.github/workflows/integrate-cluster-scale.yaml b/.github/workflows/integrate-cluster-scale.yaml
index 95c414cb69..eb07f7ed2d 100644
--- a/.github/workflows/integrate-cluster-scale.yaml
+++ b/.github/workflows/integrate-cluster-scale.yaml
@@ -42,13 +42,13 @@ jobs:
           - 'test_scale_tiproxy'
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+          go-version-file: 'go.mod'
         id: go
 
       - name: Build build_integration_test
@@ -100,7 +100,7 @@ jobs:
       - name: Upload component log
         if: ${{ failure() }}
         # if: always()
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           overwrite: true
           name: cluster_logs
diff --git a/.github/workflows/integrate-dm.yaml b/.github/workflows/integrate-dm.yaml
index d0c5d58e5b..3616dafbdc 100644
--- a/.github/workflows/integrate-dm.yaml
+++ b/.github/workflows/integrate-dm.yaml
@@ -41,7 +41,7 @@ jobs:
           - '--native-ssh --do-cases test_upgrade'
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
 
@@ -95,7 +95,7 @@ jobs:
       - name: Upload component log
         if: ${{ failure() }}
         # if: always()
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           overwrite: true
           name: dm_logs
diff --git a/.github/workflows/integrate-playground-ng.yaml b/.github/workflows/integrate-playground-ng.yaml
index 2d53233d2e..dfc52f036c 100644
--- a/.github/workflows/integrate-playground-ng.yaml
+++ b/.github/workflows/integrate-playground-ng.yaml
@@ -36,13 +36,13 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+          go-version-file: 'go.mod'
         id: go
 
       - name: Build build_tiup_playground_test
@@ -66,7 +66,7 @@ jobs:
 
       - name: Upload component log
         if: ${{ failure() }}
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           overwrite: true
           name: playground_logs
diff --git a/.github/workflows/integrate-playground.yaml b/.github/workflows/integrate-playground.yaml
index cada7e28b6..9cf7a6b368 100644
--- a/.github/workflows/integrate-playground.yaml
+++ b/.github/workflows/integrate-playground.yaml
@@ -41,13 +41,13 @@ jobs:
           - "test_playground"
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+           go-version-file: 'go.mod'
         id: go
 
       - name: Build build_tiup_playground_test
@@ -71,7 +71,7 @@ jobs:
 
       - name: Upload component log
         if: ${{ failure() }}
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           overwrite: true
           name: playground_logs
diff --git a/.github/workflows/integrate-tiup.yaml b/.github/workflows/integrate-tiup.yaml
index 29a0d3c2ee..f72cae21b3 100644
--- a/.github/workflows/integrate-tiup.yaml
+++ b/.github/workflows/integrate-tiup.yaml
@@ -45,13 +45,13 @@ jobs:
           - "test_tiup"
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+          go-version-file: 'go.mod'
         id: go
 
 
@@ -80,13 +80,13 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
-      - name: Set up Go 1.24
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.24.x
+          go-version-file: 'go.mod'
         id: go
 
       - name: make unit-test
diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
index b0d1370800..724a65bea6 100644
--- a/.github/workflows/lint.yaml
+++ b/.github/workflows/lint.yaml
@@ -11,7 +11,7 @@ jobs:
       working-directory: ${{ github.workspace }}/go/src/github.com/${{ github.repository }}
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.pull_request.head.sha }}
           path: go/src/github.com/${{ github.repository }}
diff --git a/.github/workflows/release-tiup.yaml b/.github/workflows/release-tiup.yaml
index 66a8acaf13..bd92f1b179 100644
--- a/.github/workflows/release-tiup.yaml
+++ b/.github/workflows/release-tiup.yaml
@@ -44,14 +44,14 @@ jobs:
     env:
       working-directory: ${{ github.workspace }}/go/src/github.com/${{ github.repository }}
     steps:
-      - name: Set up Go 1.21
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: 1.21.x
+          go-version-file: 'go.mod'
         id: go
 
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           ref: ${{ github.event.inputs.git-ref || github.event.pull_request.head.sha }}
           path: go/src/github.com/${{ github.repository }}
@@ -202,7 +202,7 @@ jobs:
     needs: release
     steps:
       - name: Check out brew code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         continue-on-error: true
         if: github.event_name == 'release'
         with:
diff --git a/.github/workflows/reprotest.yaml b/.github/workflows/reprotest.yaml
index 575c0cd7ca..a7f358b9ff 100644
--- a/.github/workflows/reprotest.yaml
+++ b/.github/workflows/reprotest.yaml
@@ -33,19 +33,14 @@ jobs:
     # The type of runner that the job will run on
     runs-on: ubuntu-22.04
 
-    strategy:
-      matrix:
-        go:
-          - 1.21.x
-
     # Steps represent a sequence of tasks that will be executed as part of the job
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v6
 
-      - name: Set up Go ${{ matrix.go }}
-        uses: actions/setup-go@v4
+      - name: Set up Go
+        uses: actions/setup-go@v6
         with:
-          go-version: ${{ matrix.go }}
+          go-version-file: 'go.mod'
 
       - name: Install reprotest and prepare
         id: prepare_env