diff --git a/.github/workflows/deploy-gh-pages.yml b/.github/workflows/deploy-gh-pages.yml
index 5c3f543..00ab7d6 100644
--- a/.github/workflows/deploy-gh-pages.yml
+++ b/.github/workflows/deploy-gh-pages.yml
@@ -16,7 +16,7 @@ jobs:
     - uses: actions/checkout@v4
       with:
         fetch-depth: 0
-    - uses: prefix-dev/setup-pixi@v0.7.0
+    - uses: prefix-dev/setup-pixi@v0.8.1
       with:
         pixi-version: v0.22.0
         environments: doc
@@ -27,7 +27,7 @@ jobs:
 
     - name: Update the main gh-page website
       if: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' }}
-      uses: peaceiris/actions-gh-pages@v3.6.1
+      uses: peaceiris/actions-gh-pages@v4.0.0
       with:
         github_token: ${{ secrets.GITHUB_TOKEN }}
         publish_dir: ./doc/_build/html
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index cf81313..8363fe7 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: prefix-dev/setup-pixi@v0.7.0
+      - uses: prefix-dev/setup-pixi@v0.8.1
         with:
           pixi-version: v0.22.0
           environments: lint
diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 7c0cde9..b48cf3d 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -17,7 +17,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
-      - uses: prefix-dev/setup-pixi@v0.7.0
+      - uses: prefix-dev/setup-pixi@v0.8.1
         with:
           pixi-version: v0.22.0
           environments: ${{ matrix.environment }}
@@ -27,7 +27,7 @@ jobs:
         run: pixi run -e ${{ matrix.environment }} test
 
       - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v4.0.1
+        uses: codecov/codecov-action@v4.4.1
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           slug: scikit-learn-contrib/project-template