diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 78c2c00..32743a6 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -10,9 +10,9 @@ jobs:
   ci:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: "3.10"
 
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 6af0867..41390b4 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -12,10 +12,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.10"  
 
@@ -33,10 +33,10 @@ jobs:
     needs: test
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.10"  
 
@@ -56,7 +56,7 @@ jobs:
           ls -lh dist/
 
       - name: Store the distribution packages
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           name: python-package-distributions
           path: dist/
@@ -74,7 +74,7 @@ jobs:
 
     steps:
       - name: Download dists
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v7
         with:
           name: python-package-distributions
           path: dist/
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index a0d886f..2569ef0 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -11,9 +11,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v4.5.2
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.5.2
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.1.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v5.1.0
         with:
             python-version: ${{ matrix.python-version }}
 
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 68e6827..5bd8eb3 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -18,13 +18,13 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Set up Quarto
         uses: quarto-dev/quarto-actions/setup@v2
 
       - name: Install Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
@@ -43,7 +43,7 @@ jobs:
           quarto render
 
       - name: Upload artifact
-        uses: actions/upload-pages-artifact@v3
+        uses: actions/upload-pages-artifact@v4
         with:
           path: docs
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0b53551..41c81e6 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -16,7 +16,7 @@ jobs:
     # Environment is encouraged for increased security
     steps:
       - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v4
+        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
         with:
           # This fetch element is only important if you are use SCM based
           # versioning (that looks at git tags to gather the version).
@@ -24,7 +24,7 @@ jobs:
           fetch-tags: true
 
       - name: Setup Python
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           # You can modify what version of Python you want to use for your release
           python-version: "3.11"
@@ -45,7 +45,7 @@ jobs:
             ls -lh dist/
       # Store an artifact of the build to use in the publish step below
       - name: Store the distribution packages
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v4
+        uses: actions/upload-artifact@47309c993abb98030a35d55ef7ff34b7fa1074b5 # v4
         with:
           name: python-package-distributions
           path: dist/
@@ -67,7 +67,7 @@ jobs:
       id-token: write  # this permission is mandatory for PyPI publishing
     steps:
       - name: Download dists
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v4
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v4
         with:
           name: python-package-distributions
           path: dist/
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 66f0171..c361eb7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -18,10 +18,10 @@ jobs:
         python-version: ["3.10", "3.13"]
 
     steps:
-    - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v4.5.2
+    - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.5.2
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.1.0
+      uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v5.1.0
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install hatch
@@ -35,7 +35,7 @@ jobs:
     # save it as a github secret called CODECOV_TOKEN
     - name: Upload to codecov
       if: runner.os == 'macOS' && matrix.python-version == '3.13'
-      uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7  # v5.5.1
+      uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de  # v5.5.2
       with:
         #token: ${{ secrets.CODECOV_TOKEN }}
         verbose: true