diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index d63e95cc..1306be07 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -48,7 +48,7 @@ jobs:
     steps:
       - name: Checkout code
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: setup reports-dir
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 3bc985de..bdf388f4 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -52,7 +52,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -75,7 +75,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -98,7 +98,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -131,7 +131,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -154,7 +154,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -187,7 +187,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -231,7 +231,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Create reports directory
         run: mkdir ${{ env.REPORTS_DIR }}
       - name: Setup Python Environment
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5a0f1a1c..1ac8fff7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -71,7 +71,7 @@ jobs:
     steps:
       - name: Checkout code
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -94,7 +94,7 @@ jobs:
     steps:
       - name: Checkout
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
         uses: actions/setup-python@v6
@@ -132,7 +132,7 @@ jobs:
     steps:
       - name: Checkout code
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: Setup python
@@ -220,7 +220,7 @@ jobs:
           echo "GHCR_REPO=${GHCR_REPO@L}" >> "${GITHUB_ENV}"
       - name: Checkout code (${{ env.TAG }})
         # see https://github.com/actions/checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           ref: ${{ needs.release-PyPI.outputs.tag }}
       - name: setup dirs