diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml
index bd788916..554cae9f 100644
--- a/.github/workflows/docs.yaml
+++ b/.github/workflows/docs.yaml
@@ -13,11 +13,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Setup Pages
-        uses: actions/configure-pages@b8130d9ab958b325bbde9786d62f2c97a9885a0e # v3.0.7
+        uses: actions/configure-pages@45bfe0192ca1faeb007ade9deae92b16b8254a0d # v6.0.0
       - name: Set up Python 3.10
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
          python-version: "3.10"
       - name: Install dependencies
@@ -34,7 +34,7 @@ jobs:
             echo "::warning title=Invalid file permissions automatically fixed::$line"
           done
       - name: Upload artifact
-        uses: actions/upload-pages-artifact@56afc609e74202658d3ffba0e8f6dda462b719fa # v3.0.1
+        uses: actions/upload-pages-artifact@fc324d3547104276b827a68afc52ff2a11cc49c9 # v5.0.0
         with:
           path: './docs/_build/dirhtml'
   deploy:
@@ -46,4 +46,4 @@ jobs:
     steps:
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@d6db90164ac5ed86f2b6aed7e0febac5b3c0c03e # v4.0.5
\ No newline at end of file
+        uses: actions/deploy-pages@368f82528645a54fb793d4d04e342629a3f51346 # v5.0.1
\ No newline at end of file
diff --git a/.github/workflows/pre-commit.yaml b/.github/workflows/pre-commit.yaml
index ec34284a..5cfaeb86 100644
--- a/.github/workflows/pre-commit.yaml
+++ b/.github/workflows/pre-commit.yaml
@@ -10,5 +10,5 @@ jobs:
   pre-commit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - uses: pre-commit/action@2c7b3805fd2a0fd8c1884dcaebf91fc102a13ecd # v3.0.1
\ No newline at end of file
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 0bb4e8e6..b5fe3451 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -8,11 +8,11 @@ jobs:
     name: Build oeq dist 
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+    - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       with:
         fetch-tags: true
     - name: set up Python
-      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
       with:
         python-version: '3.10'
     - name: set version from tag
@@ -25,7 +25,7 @@ jobs:
         python3 -m pip install build 
         python3 -m build --sdist
     - name: store the distribution packages 
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+      uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
       with:
         name: oeq-package-distributions
         path: openequivariance/dist/
@@ -41,7 +41,7 @@ jobs:
       id-token: write
     steps:
       - name: download the distributions
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: oeq-package-distributions
           path: dist/ 
@@ -54,11 +54,11 @@ jobs:
     name: Build extjax dist
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+    - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       with:
         fetch-tags: true
     - name: set up Python
-      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
       with:
         python-version: '3.10'
     - name: set version from tag
@@ -71,7 +71,7 @@ jobs:
         python3 -m pip install build 
         python3 -m build --sdist 
     - name: store the distribution packages 
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+      uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
       with:
         name: oeqjax-package-distributions
         path: openequivariance_extjax/dist/
@@ -87,7 +87,7 @@ jobs:
       id-token: write
     steps:
       - name: download the distributions
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: oeqjax-package-distributions
           path: dist/ 
diff --git a/.github/workflows/verify_extension_build.yml b/.github/workflows/verify_extension_build.yml
index bfc5f644..c6b7c16a 100644
--- a/.github/workflows/verify_extension_build.yml
+++ b/.github/workflows/verify_extension_build.yml
@@ -16,9 +16,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+    - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
     - name: Set up Python
-      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
       with:
         python-version: "3.10"
         cache: 'pip'
@@ -48,9 +48,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4.4.0
+    - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
     - name: Set up Python
-      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+      uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
       with:
         python-version: "3.10"
         cache: 'pip'