diff --git a/.github/workflows/ci-template.yaml b/.github/workflows/ci-template.yaml
index 064c4ffaa6..d67dd881c2 100644
--- a/.github/workflows/ci-template.yaml
+++ b/.github/workflows/ci-template.yaml
@@ -44,7 +44,7 @@ jobs:
     name: "${{ matrix.module }}"
     steps:
       - name: Checkout code
-        uses: actions/checkout@v6
+        uses: actions/checkout@v7
       - name: Set up JDK
         uses: actions/setup-java@v5
         with:
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index ee4a269d73..e21e8eccdc 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -44,7 +44,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v6
+        uses: actions/checkout@v7
       - name: Set up JDK 8
         uses: actions/setup-java@v5
         with:
diff --git a/.github/workflows/client-integration.yml b/.github/workflows/client-integration.yml
index 9ff0856bba..9d6b007c2b 100644
--- a/.github/workflows/client-integration.yml
+++ b/.github/workflows/client-integration.yml
@@ -71,7 +71,7 @@ jobs:
       cpp: ${{ steps.filter.outputs.cpp }}
       elixir: ${{ steps.filter.outputs.elixir }}
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
       - id: filter
@@ -107,7 +107,7 @@ jobs:
     if: needs.detect-changes.outputs.rust == 'true' || needs.detect-changes.outputs.python == 'true' || needs.detect-changes.outputs.cpp == 'true' || needs.detect-changes.outputs.elixir == 'true'
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Cache server image
         id: image-cache
@@ -153,7 +153,7 @@ jobs:
       FLUSS_IMAGE: fluss
       FLUSS_VERSION: dev
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - uses: actions/download-artifact@v4
         with:
           name: fluss-dev-image
@@ -190,7 +190,7 @@ jobs:
       FLUSS_IMAGE: fluss
       FLUSS_VERSION: dev
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - uses: actions/download-artifact@v4
         with:
           name: fluss-dev-image
@@ -251,7 +251,7 @@ jobs:
       run:
         working-directory: fluss-rust
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
@@ -291,7 +291,7 @@ jobs:
       FLUSS_IMAGE: fluss
       FLUSS_VERSION: dev
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - uses: actions/download-artifact@v4
         with:
           name: fluss-dev-image
@@ -352,7 +352,7 @@ jobs:
       FLUSS_IMAGE: fluss
       FLUSS_VERSION: dev
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - uses: actions/download-artifact@v4
         with:
           name: fluss-dev-image
diff --git a/.github/workflows/docs-check.yaml b/.github/workflows/docs-check.yaml
index cd6a85a3a2..e273569150 100644
--- a/.github/workflows/docs-check.yaml
+++ b/.github/workflows/docs-check.yaml
@@ -37,7 +37,7 @@ jobs:
       run:
         working-directory: ./website
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
       - name: Generate versioned docs
diff --git a/.github/workflows/helm-chart.yaml b/.github/workflows/helm-chart.yaml
index 28493856e9..b7f68c4abb 100644
--- a/.github/workflows/helm-chart.yaml
+++ b/.github/workflows/helm-chart.yaml
@@ -42,7 +42,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@v6
+        uses: actions/checkout@v7
 
       - name: "Lint Helm chart"
         run: helm lint ./helm
diff --git a/.github/workflows/license-check.yml b/.github/workflows/license-check.yml
index aa69703eec..5f7bcf83ac 100644
--- a/.github/workflows/license-check.yml
+++ b/.github/workflows/license-check.yml
@@ -42,7 +42,7 @@ jobs:
       MVN_VALIDATION_DIR: "/tmp/fluss-validation-deployment"
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Set JDK
         uses: actions/setup-java@v5
diff --git a/.github/workflows/python-release.yml b/.github/workflows/python-release.yml
index ddbc4f0cf9..b048d442fd 100644
--- a/.github/workflows/python-release.yml
+++ b/.github/workflows/python-release.yml
@@ -39,14 +39,14 @@ jobs:
   version-check:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
       - uses: ./.github/actions/verify-tag-version
 
   sdist:
     runs-on: ubuntu-latest
     needs: [version-check]
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Install protoc
         run: sudo apt-get update && sudo apt-get install -y protobuf-compiler
@@ -80,7 +80,7 @@ jobs:
           - { os: ubuntu-latest, target: "x86_64" }
           - { os: ubuntu-latest, target: "aarch64", manylinux: "manylinux_2_28" }
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Install protoc (Linux)
         if: runner.os == 'Linux'
diff --git a/.github/workflows/rust-build-and-test.yml b/.github/workflows/rust-build-and-test.yml
index d59fadce59..ba6f24e07f 100644
--- a/.github/workflows/rust-build-and-test.yml
+++ b/.github/workflows/rust-build-and-test.yml
@@ -60,7 +60,7 @@ jobs:
           - ubuntu-latest
           - macos-latest
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Install protoc
         uses: arduino/setup-protoc@c65c819552d16ad3c9b72d9dfd5ba5237b9c906b # v3.0.0
diff --git a/.github/workflows/rust-docs-check.yml b/.github/workflows/rust-docs-check.yml
index e2e6e72059..61c2ef0250 100644
--- a/.github/workflows/rust-docs-check.yml
+++ b/.github/workflows/rust-docs-check.yml
@@ -39,7 +39,7 @@ jobs:
       run:
         working-directory: fluss-rust/website
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
       - uses: actions/setup-node@v6
diff --git a/.github/workflows/rust-license-and-format.yml b/.github/workflows/rust-license-and-format.yml
index 2c2d4f6b41..d67c0766ac 100644
--- a/.github/workflows/rust-license-and-format.yml
+++ b/.github/workflows/rust-license-and-format.yml
@@ -60,7 +60,7 @@ jobs:
   check-license-and-formatting:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - name: Check License Header
         uses: apache/skywalking-eyes/header@61275cc80d0798a405cb070f7d3a8aaf7cf2c2c1 # v0.8.0
diff --git a/.github/workflows/rust-release.yml b/.github/workflows/rust-release.yml
index d2f8901400..8853143b06 100644
--- a/.github/workflows/rust-release.yml
+++ b/.github/workflows/rust-release.yml
@@ -38,7 +38,7 @@ jobs:
     permissions:
       contents: read
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
 
       - uses: ./.github/actions/verify-tag-version
 
diff --git a/.github/workflows/unstable-test-reporter.yaml b/.github/workflows/unstable-test-reporter.yaml
index 169b628894..86fa27565c 100644
--- a/.github/workflows/unstable-test-reporter.yaml
+++ b/.github/workflows/unstable-test-reporter.yaml
@@ -37,7 +37,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v6
+        uses: actions/checkout@v7
       - name: Set up Python
         uses: actions/setup-python@v5
         with: