diff --git a/.github/workflows/build-and-push-docker-images.yml b/.github/workflows/build-and-push-docker-images.yml
index a3cd17b..3ef0fbd 100644
--- a/.github/workflows/build-and-push-docker-images.yml
+++ b/.github/workflows/build-and-push-docker-images.yml
@@ -15,7 +15,7 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       -
         name: Set up QEMU
         uses: docker/setup-qemu-action@v3
@@ -38,7 +38,7 @@ jobs:
       -
         name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@be19121bfd18b9c1ac415d9571d4f67b9b357886
+        uses: docker/metadata-action@c299e40c65443455700f0fdfc63efafe5b349051
         with:
           images: |
             ghcr.io/${{ github.repository }}
diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 10216aa..e5b8470 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -7,9 +7,9 @@ jobs:
   build:
     runs-on: ubuntu-latest
     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: 3.13
       - name: Install dependencies
@@ -20,7 +20,7 @@ jobs:
         run: |
           python -m build
           pip install dist/*.whl
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         with:
           path: ./dist/*
 
@@ -32,14 +32,14 @@ jobs:
         python-version: ["3.11", "3.12", "3.13"]
 
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/download-artifact@v4
+      - uses: actions/checkout@v6
+      - uses: actions/download-artifact@v7
         with:
           name: artifact
           path: dist
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
@@ -57,7 +57,7 @@ jobs:
           custom-pytest: "PYTHONDEVMODE=1 pytest"
           report-title: "Test Report"
       - name: Upload Coverage to Codecov
-        uses: codecov/codecov-action@18283e04ce6e62d37312384ff67231eb8fd56d24 # v5.4.3
+        uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2
 
   pypi-publish:
     name: Upload release to PyPI
@@ -70,9 +70,9 @@ jobs:
     permissions:
       id-token: write
     steps:
-      - uses: actions/download-artifact@v4
+      - uses: actions/download-artifact@v7
         with:
           name: artifact
           path: dist
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc # v1.12.4
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index d55c0fc..a1efe01 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -24,18 +24,18 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3
+        uses: github/codeql-action/init@v4
         with:
           languages: ${{ matrix.language }}
           queries: +security-and-quality
 
       - name: Autobuild
-        uses: github/codeql-action/autobuild@v3
+        uses: github/codeql-action/autobuild@v4
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3
+        uses: github/codeql-action/analyze@v4
         with:
           category: "/language:${{ matrix.language }}"
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 399bc80..58496d1 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -10,7 +10,7 @@ jobs:
 
     steps:
     - name: Checkout
-      uses: actions/checkout@v4
+      uses: actions/checkout@v6
 
     - name: Ruff Check
-      uses: jpetrucciani/ruff-check@0a3ff56b5c6ad23d2ee9751dfa4e00d2d55b61a8 # 0.12.2
+      uses: jpetrucciani/ruff-check@ee1e3be6cff9dff4e8528b00cd6b29c514e66ca5 # 0.14.10