diff --git a/docker/deploy-multiarch.sh b/docker/deploy-multiarch.sh
new file mode 100755
index 00000000..873df078
--- /dev/null
+++ b/docker/deploy-multiarch.sh
@@ -0,0 +1,44 @@
+#!/bin/sh
+
+set -e
+
+export DOCKER_REPO="klutchell/balena-cli"
+export BALENA_CLI_VERSION="12.38.2"
+export DOCKER_CLI_EXPERIMENTAL=enabled
+
+docker run --rm --privileged multiarch/qemu-user-static --reset -p yes
+
+docker buildx build debian \
+    --build-arg BALENA_CLI_VERSION \
+    --platform linux/amd64,linux/386,linux/arm64,linux/arm/v7,linux/arm/v6 \
+    --tag "${DOCKER_REPO}:${BALENA_CLI_VERSION}-debian" \
+    --tag "${DOCKER_REPO}:debian" \
+    --tag "${DOCKER_REPO}:${BALENA_CLI_VERSION}" \
+    --tag "${DOCKER_REPO}:latest" \
+    --pull --push -f-<<EOF
+
+FROM balenalib/amd64-debian-node:12-run as linux-amd64
+FROM balenalib/i386-debian-node:12-run as linux-386
+FROM balenalib/aarch64-debian-node:12-run as linux-arm64
+FROM balenalib/armv7hf-debian-node:12-run as linux-armv7
+FROM balenalib/rpi-debian-node:12-run as linux-armv6
+FROM \$TARGETOS-\$TARGETARCH\$TARGETVARIANT
+$(sed -n -e '/^WORKDIR/,$p' debian/Dockerfile)
+EOF
+
+# linux/arm64 fails to compile npm dependencies on alpine
+docker buildx build alpine \
+    --build-arg BALENA_CLI_VERSION \
+    --platform linux/amd64,linux/386,linux/arm/v7,linux/arm/v6 \
+    --tag "${DOCKER_REPO}:${BALENA_CLI_VERSION}-alpine" \
+    --tag "${DOCKER_REPO}:alpine" \
+    --pull --push -f-<<EOF
+
+FROM balenalib/amd64-alpine-node:12-run as linux-amd64
+FROM balenalib/i386-alpine-node:12-run as linux-386
+FROM balenalib/aarch64-alpine-node:12-run as linux-arm64
+FROM balenalib/armv7hf-alpine-node:12-run as linux-armv7
+FROM balenalib/rpi-alpine-node:12-run as linux-armv6
+FROM \$TARGETOS-\$TARGETARCH\$TARGETVARIANT
+$(sed -n -e '/^WORKDIR/,$p' alpine/Dockerfile)
+EOF