diff --git a/.github/workflows/build-develop.yml b/.github/workflows/build-develop.yml
index ead9353..d672902 100644
--- a/.github/workflows/build-develop.yml
+++ b/.github/workflows/build-develop.yml
@@ -11,6 +11,6 @@ jobs:
     name: Build the main version of the package
     steps:
     - uses: actions/checkout@v4
-    - uses: mochi-hpc/mochi-test-build-action@v1
+    - uses: mochi-hpc/mochi-test-build-action@v2
       with:
         package-version: "@develop"
diff --git a/.github/workflows/build-latest.yml b/.github/workflows/build-latest.yml
index 5546c4b..23dc95e 100644
--- a/.github/workflows/build-latest.yml
+++ b/.github/workflows/build-latest.yml
@@ -11,6 +11,7 @@ jobs:
     name: Build the latest version of the package
     steps:
     - uses: actions/checkout@v4
-    - uses: mochi-hpc/mochi-test-build-action@v1
+    - uses: mochi-hpc/mochi-test-build-action@v2
       with:
         build-cache-token: ${{ secrets.GITHUB_TOKEN }}
+        push-only-dependencies: false
diff --git a/.github/workflows/build-main.yml b/.github/workflows/build-main.yml
index ba346ce..00e09b1 100644
--- a/.github/workflows/build-main.yml
+++ b/.github/workflows/build-main.yml
@@ -11,7 +11,7 @@ jobs:
     name: Build the main version of the package
     steps:
     - uses: actions/checkout@v4
-    - uses: mochi-hpc/mochi-test-build-action@v1
+    - uses: mochi-hpc/mochi-test-build-action@v2
       with:
         package-version: "@main"
         build-cache-token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/doxygen.yml b/.github/workflows/doxygen.yml
index 4731af6..0d9b7e7 100644
--- a/.github/workflows/doxygen.yml
+++ b/.github/workflows/doxygen.yml
@@ -9,16 +9,6 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v2
 
-#      - name: Call doxygen
-#        uses: mattnotmitt/doxygen-action@v1.9.4
-
-#      - name: Upload artifacts
-#        uses: actions/upload-artifact@v2
-#        with:
-#          name: thallium-doxygen-for-${{ github.sha }}
-#          path: doc
-#          retention-days: 5
-
       - name: Trigger RTDs build
         uses: dfm/rtds-action@v1
         with: