diff --git a/.github/workflows/build-and-push-docker-images.yml b/.github/workflows/build-and-push-docker-images.yml
index 4e824eb..a3cd17b 100644
--- a/.github/workflows/build-and-push-docker-images.yml
+++ b/.github/workflows/build-and-push-docker-images.yml
@@ -15,22 +15,22 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       -
         name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
       -
         name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
       # -
       #   name: Login to Docker Hub
-      #   uses: docker/login-action@v2
+      #   uses: docker/login-action@v3
       #   with:
       #     username: ${{ secrets.DOCKERHUB_USERNAME }}
       #     password: ${{ secrets.DOCKERHUB_TOKEN }}
       -
         name: Login to GitHub Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -38,7 +38,7 @@ jobs:
       -
         name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@ef25336f420be2d1a49205baf41a9b88712a65a1
+        uses: docker/metadata-action@be19121bfd18b9c1ac415d9571d4f67b9b357886
         with:
           images: |
             ghcr.io/${{ github.repository }}
@@ -48,7 +48,7 @@ jobs:
             type=semver,pattern={{version}}
       -
         name: Build and push
-        uses: docker/build-push-action@v4
+        uses: docker/build-push-action@v6
         with:
           context: .
           push: true
diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index fddd6bd..10216aa 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -9,7 +9,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: 3.13
       - name: Install dependencies
@@ -39,7 +39,7 @@ jobs:
           path: dist
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
@@ -47,7 +47,7 @@ jobs:
           python -m pip install --upgrade pip
           pip install dist/*.whl -r requirements_dev.txt pytest-md pytest-emoji
       - name: Run pytest
-        uses: pavelzw/pytest-action@b09a85cd1831cbaae76125fcae4a1e4b137ef026 # v2.1.3
+        uses: pavelzw/pytest-action@510c5e90c360a185039bea56ce8b3e7e51a16507 # v2.2.0
         with:
           click-to-expand: false
           emoji: true
@@ -57,7 +57,7 @@ jobs:
           custom-pytest: "PYTHONDEVMODE=1 pytest"
           report-title: "Test Report"
       - name: Upload Coverage to Codecov
-        uses: codecov/codecov-action@eaaf4bedf32dbdc6b720b63067d99c4d77d6047d # v3.1.4
+        uses: codecov/codecov-action@18283e04ce6e62d37312384ff67231eb8fd56d24 # v5.4.3
 
   pypi-publish:
     name: Upload release to PyPI
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 94a30b8..d55c0fc 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -24,18 +24,18 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v2
+        uses: github/codeql-action/init@v3
         with:
           languages: ${{ matrix.language }}
           queries: +security-and-quality
 
       - name: Autobuild
-        uses: github/codeql-action/autobuild@v2
+        uses: github/codeql-action/autobuild@v3
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v2
+        uses: github/codeql-action/analyze@v3
         with:
           category: "/language:${{ matrix.language }}"
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index f189b59..399bc80 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -10,7 +10,7 @@ jobs:
 
     steps:
     - name: Checkout
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
 
     - name: Ruff Check
-      uses: jpetrucciani/ruff-check@96f59856544cbfba111afdf2f6985e21756b8e7e # 0.6.2
+      uses: jpetrucciani/ruff-check@0a3ff56b5c6ad23d2ee9751dfa4e00d2d55b61a8 # 0.12.2