diff --git a/.github/workflows/build_and_push_to_docker.yml b/.github/workflows/build_and_push_to_docker.yml
index 28fb6d7b..120c7c12 100644
--- a/.github/workflows/build_and_push_to_docker.yml
+++ b/.github/workflows/build_and_push_to_docker.yml
@@ -19,10 +19,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project python-based docker images
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then
@@ -64,10 +63,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project python-based docker image extensions
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then
@@ -97,10 +95,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project python-based docker image for batch execution
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then
@@ -136,10 +133,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project julia docker image extensions
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then
@@ -179,10 +175,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project rocker docker images
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then
@@ -231,10 +226,9 @@ jobs:
 
     - uses: actions/checkout@v2
     - name: Set up QEMU
-      # https://github.com/docker/setup-qemu-action/releases/tag/v1.2.0
-      uses: docker/setup-qemu-action@27d0a4f181a40b142cce983c5393082c365d1480
+      uses: docker/setup-qemu-action@v3.0.0
     - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@94ab11c41e45d028884a99163086648e898eed25
+      uses: docker/setup-buildx-action@v3.0.0
     - name: Build renku project bioconductor docker images
       run: |
         if [[ ${{ github.ref }} == refs/tags* ]]; then