diff --git a/.github/workflows/build_and_test_cpp.yml b/.github/workflows/build_and_test_cpp.yml
index a091d08d..7d30b8f7 100644
--- a/.github/workflows/build_and_test_cpp.yml
+++ b/.github/workflows/build_and_test_cpp.yml
@@ -44,7 +44,7 @@ jobs:
     env:
       FLUSS_TEST_CLUSTER_BIN: ${{ github.workspace }}/target/debug/fluss-test-cluster
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Install protoc
         run: sudo apt-get update && sudo apt-get install -y protobuf-compiler
diff --git a/.github/workflows/build_and_test_python.yml b/.github/workflows/build_and_test_python.yml
index c843fec6..69202c03 100644
--- a/.github/workflows/build_and_test_python.yml
+++ b/.github/workflows/build_and_test_python.yml
@@ -47,10 +47,10 @@ jobs:
     env:
       FLUSS_TEST_CLUSTER_BIN: ${{ github.workspace }}/target/debug/fluss-test-cluster
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python }}
 
diff --git a/.github/workflows/build_and_test_rust.yml b/.github/workflows/build_and_test_rust.yml
index a4fe12b6..9b763b3e 100644
--- a/.github/workflows/build_and_test_rust.yml
+++ b/.github/workflows/build_and_test_rust.yml
@@ -48,7 +48,7 @@ jobs:
           - ubuntu-latest
           - macos-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Install protoc
         run: |
@@ -75,7 +75,7 @@ jobs:
     timeout-minutes: 60
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Install protoc
         run: sudo apt-get update && sudo apt-get install -y protobuf-compiler
diff --git a/.github/workflows/check_license_and_formatting.yml b/.github/workflows/check_license_and_formatting.yml
index 1b83b749..1108c20a 100644
--- a/.github/workflows/check_license_and_formatting.yml
+++ b/.github/workflows/check_license_and_formatting.yml
@@ -37,7 +37,7 @@ jobs:
   check-license-and-formatting:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Check License Header
         uses: apache/skywalking-eyes/header@v0.6.0
diff --git a/.github/workflows/release_python.yml b/.github/workflows/release_python.yml
index d61213e5..9aaaf6f3 100644
--- a/.github/workflows/release_python.yml
+++ b/.github/workflows/release_python.yml
@@ -39,14 +39,14 @@ jobs:
   version-check:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
       - uses: ./.github/actions/verify-tag-version
 
   sdist:
     runs-on: ubuntu-latest
     needs: [version-check]
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Install protoc
         run: sudo apt-get update && sudo apt-get install -y protobuf-compiler
@@ -75,7 +75,7 @@ jobs:
           - { os: ubuntu-latest, target: "x86_64" }
           - { os: ubuntu-latest, target: "aarch64", manylinux: "manylinux_2_28" }
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Install protoc (Linux)
         if: runner.os == 'Linux'
diff --git a/.github/workflows/release_rust.yml b/.github/workflows/release_rust.yml
index 7ff7c0b7..946b2b26 100644
--- a/.github/workflows/release_rust.yml
+++ b/.github/workflows/release_rust.yml
@@ -34,7 +34,7 @@ jobs:
     permissions:
       contents: read
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - uses: ./.github/actions/verify-tag-version