diff --git a/.github/actions/setup-docker/action.yml b/.github/actions/setup-docker/action.yml
index fbd1165..e71b60d 100644
--- a/.github/actions/setup-docker/action.yml
+++ b/.github/actions/setup-docker/action.yml
@@ -22,7 +22,7 @@ runs:
     - uses: docker/setup-qemu-action@99012661954931238ded8c8b007157a8430204e1 # v4.4.0
       if: inputs.enable-qemu == 'true'
     - uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
-    - uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
+    - uses: docker/login-action@81c6f93d4bc991e510b342a00b419b3bb4efc5c6 # v4.7.0
       with:
         username: ${{ inputs.dockerhub-username }}
         password: ${{ inputs.dockerhub-token }}
diff --git a/.github/actions/setup-sfw/action.yml b/.github/actions/setup-sfw/action.yml
index 0fb5b32..094a222 100644
--- a/.github/actions/setup-sfw/action.yml
+++ b/.github/actions/setup-sfw/action.yml
@@ -27,7 +27,7 @@ runs:
   using: "composite"
   steps:
     - if: ${{ inputs.python == 'true' || inputs.uv == 'true' }}
-      uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+      uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
       with:
         python-version: "3.12"
 
diff --git a/.github/workflows/dependency-audit.yml b/.github/workflows/dependency-audit.yml
index 903dfdb..2820cf5 100644
--- a/.github/workflows/dependency-audit.yml
+++ b/.github/workflows/dependency-audit.yml
@@ -40,7 +40,7 @@ jobs:
           persist-credentials: false
 
       - name: 🐍 setup python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
 
diff --git a/.github/workflows/e2e-test.yml b/.github/workflows/e2e-test.yml
index 24cf38f..168798b 100644
--- a/.github/workflows/e2e-test.yml
+++ b/.github/workflows/e2e-test.yml
@@ -80,7 +80,7 @@ jobs:
           fetch-depth: 0
           persist-credentials: false
 
-      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+      - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.12'
 
diff --git a/.github/workflows/package-check.yml b/.github/workflows/package-check.yml
index 517199c..a6f946a 100644
--- a/.github/workflows/package-check.yml
+++ b/.github/workflows/package-check.yml
@@ -23,7 +23,7 @@ jobs:
           fetch-depth: 1
           persist-credentials: false
 
-      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+      - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.12"
 
diff --git a/.github/workflows/pr-preview.yml b/.github/workflows/pr-preview.yml
index cdd1ffb..1b2086a 100644
--- a/.github/workflows/pr-preview.yml
+++ b/.github/workflows/pr-preview.yml
@@ -107,7 +107,7 @@ jobs:
           fetch-depth: 0
           persist-credentials: false
 
-      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+      - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.12"
 
@@ -179,7 +179,7 @@ jobs:
           path: dist
 
       - name: Publish to TestPyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
+        uses: pypa/gh-action-pypi-publish@7245906fb61fa33a13554f9d5fb856fe61758086 # v1.14.3
         with:
           repository-url: https://test.pypi.org/legacy/
           verbose: true
diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml
index f6e8403..1a681e1 100644
--- a/.github/workflows/python-tests.yml
+++ b/.github/workflows/python-tests.yml
@@ -36,7 +36,7 @@ jobs:
           fetch-depth: 1
           persist-credentials: false
       - name: 🐍 setup python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
       - name: 🛠️ install deps
@@ -68,7 +68,7 @@ jobs:
           fetch-depth: 1
           persist-credentials: false
       - name: 🐍 setup python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
       - name: 🛠️ install deps
@@ -88,7 +88,7 @@ jobs:
           fetch-depth: 1
           persist-credentials: false
       - name: 🐍 setup python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.10"
       - name: 🚫 verify install is rejected on unsupported python
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index c3cfb6d..878698f 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -14,7 +14,7 @@ jobs:
         with:
           fetch-depth: 0
           persist-credentials: false
-      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+      - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.13'
 
@@ -66,7 +66,7 @@ jobs:
 
       - name: Publish to PyPI
         if: steps.version_check.outputs.pypi_exists != 'true'
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
+        uses: pypa/gh-action-pypi-publish@7245906fb61fa33a13554f9d5fb856fe61758086 # v1.14.3
 
       - name: Set up Docker publishing
         uses: ./.github/actions/setup-docker