diff --git a/.github/workflows/build-publish.yml b/.github/workflows/build-publish.yml
index db5133b..d1c7df8 100644
--- a/.github/workflows/build-publish.yml
+++ b/.github/workflows/build-publish.yml
@@ -17,10 +17,10 @@ jobs:
         filename: '.VERSION'
         placeholder: '${VERSION}'
 
-    - name: Set up Python 3.10
-      uses: actions/setup-python@v3
+    - name: Set up Python 3.12
+      uses: actions/setup-python@v5
       with:
-        python-version: "3.10"
+        python-version: "3.12"
 
     - name: Install pypa/build
       run: >-
diff --git a/.github/workflows/docker-image.yml b/.github/workflows/docker-image.yml
index 3f1ee2d..dea5da5 100644
--- a/.github/workflows/docker-image.yml
+++ b/.github/workflows/docker-image.yml
@@ -28,7 +28,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
 
       - name: Update version file ⬆️
         uses: brettdorrans/write-version-to-file@v1.1.0
@@ -36,8 +36,14 @@ jobs:
           filename: '.VERSION'
           placeholder: '${VERSION}'
 
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
       - name: Log in to the Container registry
-        uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
+        uses: docker/login-action@v3
         with:
           registry: ${{ env.REGISTRY }}
           username: ${{ github.actor }}
@@ -45,14 +51,15 @@ jobs:
 
       - name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@98669ae865ea3cffbcbaa878cf57c20bbf1c6c38
+        uses: docker/metadata-action@v5
         with:
           images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
 
       - name: Build and push Docker image 📦 to ghcr
-        uses: docker/build-push-action@ad44023a93711e3deb337508980b4b5e9bcdc5dc
+        uses: docker/build-push-action@v6
         with:
           context: .
           push: true
+          platforms: linux/amd64,linux/arm64
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
diff --git a/Dockerfile b/Dockerfile
index 8ac24a5..deead53 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,10 @@
-FROM python:3.10-alpine
+FROM python:3.12-alpine
 
 # Install python-lxml
 RUN apk add --no-cache --virtual .build-deps \
     gcc musl-dev \
     libxslt-dev libxml2-dev && \
-    pip install lxml && \
+    pip install lxml setuptools && \
     apk del .build-deps && \
     apk add --no-cache libxslt libxml2
 
@@ -12,6 +12,6 @@ RUN mkdir -p /src
 COPY . /src
 
 RUN cd /src && \
-    python3 ./setup.py install
+    pip install .
 
 ENTRYPOINT ["withings-sync"]