diff --git a/.drone.yaml b/.drone.yaml
new file mode 100644
index 000000000..c03c51771
--- /dev/null
+++ b/.drone.yaml
@@ -0,0 +1,45 @@
+kind: pipeline
+name: default
+
+trigger:
+  event:
+    - push
+
+steps:
+  - name: docker-login
+    image: docker:20.10.16-dind
+    privileged: true
+    environment:
+      DOCKER_BUILDKIT: 1
+      DOCKER_USERNAME:
+        from_secret: docker_username
+      DOCKER_PASSWORD:
+        from_secret: docker_password
+    commands:
+      - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+
+  - name: create-builder
+    image: docker:20.10.16-dind
+    privileged: true
+    environment:
+      DOCKER_BUILDKIT: 1
+    commands:
+      - docker buildx create --use --name multi-builder || docker buildx use multi-builder
+
+  - name: bootstrap
+    image: docker:20.10.16-dind
+    privileged: true
+    environment:
+      DOCKER_BUILDKIT: 1
+    commands:
+      - docker buildx inspect --bootstrap
+
+  - name: build-push
+    image: docker:20.10.16-dind
+    privileged: true
+    environment:
+      DOCKER_BUILDKIT: 1
+      DOCKER_USERNAME:
+        from_secret: docker_username
+    commands:
+      - docker buildx build --platform linux/amd64,linux/arm64 -t ${DOCKER_USERNAME}/deluge-openvpn:dev --push .
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 89604c07c..5f6f7be7c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -26,8 +26,10 @@ RUN arch=$(dpkg --print-architecture) && \
     if [ "$arch" = "amd64" ]; then \
       dpkg-deb -x /tmp/dumb-init /tmp/dumb-init-dir && \
       cp /tmp/dumb-init-dir/usr/bin/dumb-init /usr/local/bin/dumb-init; \
-    else \
+    elif [ "$arch" = "amd64" ]; then \
       cp /tmp/dumb-init /usr/local/bin/dumb-init; \
+    else \
+      echo "Unsupported architecture: $arch" && exit 1; \
     fi && \
     chmod +x /usr/local/bin/dumb-init && \
     rm -rf /tmp/dumb-init /tmp/dumb-init-dir