diff --git a/.github/scripts/build-all-images.sh b/.github/scripts/build-all-images.sh
new file mode 100755
index 0000000..8a8c0b7
--- /dev/null
+++ b/.github/scripts/build-all-images.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+for image in $(ls images); do
+    echo "Building $image"
+    ./.github/scripts/build-image.sh $image
+done
diff --git a/.github/scripts/build-image.sh b/.github/scripts/build-image.sh
new file mode 100755
index 0000000..a450185
--- /dev/null
+++ b/.github/scripts/build-image.sh
@@ -0,0 +1,22 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+IMAGE=$1
+VERSION=$(./images/${IMAGE}/version.sh)
+
+if [[ -z $VERSION ]]; then
+    echo "Failed to retrieve latest version for $IMAGE"
+else
+    docker buildx build \
+        --push \
+        --platform linux/amd64,linux/arm64 \
+        --tag ghcr.io/hadrienpatte/${IMAGE}:${VERSION} \
+        --tag ghcr.io/hadrienpatte/${IMAGE}:latest \
+        --build-arg VERSION=${VERSION} \
+        --label "org.opencontainers.image.authors=HadrienPatte" \
+        --label "org.opencontainers.image.source=https://github.com/HadrienPatte/images" \
+        --label "org.opencontainers.image.version=${VERSION}" \
+        --label "org.opencontainers.image.vendor=HadrienPatte" \
+        --label "org.opencontainers.image.title=${IMAGE}" \
+        - < images/${IMAGE}/Dockerfile
+fi
diff --git a/.github/workflows/build-images.yaml b/.github/workflows/build-images.yaml
new file mode 100644
index 0000000..5a79d30
--- /dev/null
+++ b/.github/workflows/build-images.yaml
@@ -0,0 +1,31 @@
+---
+on:
+  push:
+    #branches:
+    #  - "new-images"
+
+jobs:
+  build-images:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Login to Github container registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      #- name: Build and push
+      #  uses: docker/build-push-action@v5
+      #  with:
+      #    context: .
+      #    platforms: linux/amd64,linux/arm64
+      #    push: true
+      #    tags: user/app:latest
+      - name: Run build script
+        run: ./.github/scripts/build-all-images.sh
diff --git a/images/radarr/version.sh b/images/radarr/version.sh
index 8b7e039..35914f3 100755
--- a/images/radarr/version.sh
+++ b/images/radarr/version.sh
@@ -1,3 +1,5 @@
 #!/usr/bin/env bash
-VERSION=$(curl -s "https://radarr.servarr.com/v1/update/master/changes?os=linux&runtime=netcore" | jq --raw-output '.[0].version')
+set -euo pipefail
+
+VERSION=$(curl -s "https://radarr.servarr.com/v1/update/master/changes?os=linux&runtime=netcore" | jq -r '.[0].version')
 echo ${VERSION}