streamnative · maxsxu · Apr 1, 2026 · Mar 31, 2026 · Mar 31, 2026 · Mar 31, 2026
@@ -37,6 +37,9 @@ jobs:
           username: ${{ secrets.DOCKER_USER }}
           password: ${{ secrets.DOCKER_PASSWORD }}
 
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
       - name: Set up GO 1.25.8
         uses: actions/setup-go@v5
         with:
@@ -71,6 +74,7 @@ jobs:
           VERSION: ${{ github.event.release.tag_name }}
           IMAGE_TAG_BASE: streamnative/function-mesh
           CATALOG_BRANCH_TAG: latest
+          PLATFORMS: linux/amd64,linux/arm64
         run: |
           # convert vx.y.z to x.y.z because a valid semver is needed in creating the bundle
           VERSION=$(echo $VERSION|cut -c 2-)

@@ -1,5 +1,8 @@
 # Build the manager binary
-FROM golang:1.25.8-trixie AS builder
+FROM --platform=$BUILDPLATFORM golang:1.25.8-trixie AS builder
+
+ARG TARGETOS
+ARG TARGETARCH
 
 WORKDIR /workspace/api
 COPY api/ .
@@ -20,7 +23,7 @@ COPY controllers/ controllers/
 COPY utils/ utils/
 
 # Build
-RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 GO111MODULE=on go build -a -o manager main.go
+RUN CGO_ENABLED=0 GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH} GO111MODULE=on go build -a -o manager main.go
 
 # Use distroless as minimal base image to package the manager binary
 # Refer to https://github.com/GoogleContainerTools/distroless for more details

@@ -22,6 +22,12 @@ GOARCH := $(if $(GOARCH),$(GOARCH),amd64)
 GOENV  := CGO_ENABLED=0 GOOS=$(GOOS) GOARCH=$(GOARCH)
 GO     := $(GOENV) go
 GO_BUILD := $(GO) build -trimpath
+PLATFORMS ?= linux/amd64
+comma := ,
+PLATFORM_LIST := $(subst $(comma), ,$(PLATFORMS))
+PRIMARY_PLATFORM := $(word 1,$(PLATFORM_LIST))
+MULTI_PLATFORM_BUILD := $(if $(filter 1,$(words $(PLATFORM_LIST))),false,true)
+IMAGE_BUILD_PUSH ?= $(MULTI_PLATFORM_BUILD)
 GO_MAJOR_VERSION := $(shell $(GO) version | cut -c 14- | cut -d' ' -f1 | cut -d'.' -f1)
 GO_MINOR_VERSION := $(shell $(GO) version | cut -c 14- | cut -d' ' -f1 | cut -d'.' -f2)
 
@@ -133,15 +139,27 @@ generate: controller-gen
 
 # Build the docker image
 docker-build: test
-	docker build --platform linux/amd64 . -t ${IMG}
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	docker buildx build --platform $(PLATFORMS) --push -t ${IMG} .
+else
+	docker build --platform $(PRIMARY_PLATFORM) -t ${IMG} .
+endif
 
 # Build image for red hat certification
 docker-build-redhat:
-	docker build --platform linux/amd64 -f redhat.Dockerfile . -t ${IMG} --build-arg VERSION=${VERSION} --no-cache
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	docker buildx build --platform $(PLATFORMS) --push -f redhat.Dockerfile -t ${IMG} --build-arg VERSION=${VERSION} --no-cache .
+else
+	docker build --platform $(PRIMARY_PLATFORM) -f redhat.Dockerfile -t ${IMG} --build-arg VERSION=${VERSION} --no-cache .
+endif
 
 # Push the docker image
 image-push:
+ifeq ($(IMAGE_BUILD_PUSH),true)
+	@echo "image already pushed during multi-platform build: ${IMG}"
+else
 	docker push ${IMG}
+endif
 
 # find or download controller-gen
 # download controller-gen if necessary
@@ -171,12 +189,12 @@ bundle: yq kustomize manifests
 # Build the bundle image.
 .PHONY: bundle-build
 bundle-build:
-	docker build --platform linux/amd64 -f bundle.Dockerfile -t $(BUNDLE_IMG) .
+	docker build --platform $(PRIMARY_PLATFORM) -f bundle.Dockerfile -t $(BUNDLE_IMG) .
 
 .PHONY: bundle-push
 bundle-push: ## Push the bundle image.
 	echo $(BUNDLE_IMG)
-	$(MAKE) image-push IMG=$(BUNDLE_IMG)
+	$(MAKE) image-push IMG=$(BUNDLE_IMG) IMAGE_BUILD_PUSH=false
 
 crd: manifests
 	$(KUSTOMIZE) build config/crd > manifests/crd.yaml
@@ -187,12 +205,20 @@ rbac: manifests
 release: manifests kustomize crd rbac manager operator-docker-image helm-crds
 
 operator-docker-image: manager test
-	docker build --platform linux/amd64 -f operator.Dockerfile -t $(OPERATOR_IMG) .
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	docker buildx build --platform $(PLATFORMS) --push -f operator.Dockerfile -t $(OPERATOR_IMG) -t $(OPERATOR_IMG_LATEST) .
+else
+	docker build --platform $(PRIMARY_PLATFORM) -f operator.Dockerfile -t $(OPERATOR_IMG) .
 	docker tag $(OPERATOR_IMG) $(OPERATOR_IMG_LATEST)
+endif
 
 docker-push:
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	@echo "operator images already pushed during multi-platform build: $(OPERATOR_IMG), $(OPERATOR_IMG_LATEST)"
+else
 	docker push $(OPERATOR_IMG)
 	docker push $(OPERATOR_IMG_LATEST)
+endif
 
 .PHONY: opm
 OPM = ./bin/opm
@@ -240,9 +266,9 @@ endif
 # Push the catalog image.
 .PHONY: catalog-push
 catalog-push: ## Push a catalog image.
-	$(MAKE) image-push IMG=$(CATALOG_IMG)
+	$(MAKE) image-push IMG=$(CATALOG_IMG) IMAGE_BUILD_PUSH=false
 ifneq ($(origin CATALOG_BRANCH_TAG), undefined)
-	$(MAKE) image-push IMG=$(CATALOG_BRANCH_IMG)
+	$(MAKE) image-push IMG=$(CATALOG_BRANCH_IMG) IMAGE_BUILD_PUSH=false
 endif
 
 version:
@@ -256,7 +282,11 @@ function-mesh-docker-image-name:
 
 # Build the docker image without tests
 docker-build-skip-test:
-	docker build --platform linux/amd64 . -t ${IMG}
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	docker buildx build --platform $(PLATFORMS) --push -t ${IMG} .
+else
+	docker build --platform $(PRIMARY_PLATFORM) -t ${IMG} .
+endif
 
 e2e: skywalking-e2e yq
 	$(E2E) run -c .ci/tests/integration/e2e.yaml
@@ -297,17 +327,21 @@ redhat-certificated-bundle: yq kustomize manifests
 # Build the bundle image.
 .PHONY: redhat-certificated-bundle-build
 redhat-certificated-bundle-build:
-	docker build --platform linux/amd64 -f bundle.Dockerfile -t $(BUNDLE_IMG) .
+	docker build --platform $(PRIMARY_PLATFORM) -f bundle.Dockerfile -t $(BUNDLE_IMG) .
 
 .PHONY: redhat-certificated-bundle-push
 redhat-certificated-bundle-push: ## Push the bundle image.
 	echo $(BUNDLE_IMG)
-	$(MAKE) image-push IMG=$(BUNDLE_IMG)
+	$(MAKE) image-push IMG=$(BUNDLE_IMG) IMAGE_BUILD_PUSH=false
 
 # Build the bundle image.
 .PHONY: redhat-certificated-image-build
 redhat-certificated-image-build:
-	docker build --platform linux/amd64 -f redhat.Dockerfile . -t ${OPERATOR_IMG} --build-arg VERSION=${VERSION} --no-cache
+ifeq ($(MULTI_PLATFORM_BUILD),true)
+	docker buildx build --platform $(PLATFORMS) --push -f redhat.Dockerfile -t ${OPERATOR_IMG} --build-arg VERSION=${VERSION} --no-cache .
+else
+	docker build --platform $(PRIMARY_PLATFORM) -f redhat.Dockerfile -t ${OPERATOR_IMG} --build-arg VERSION=${VERSION} --no-cache .
+endif
 
 .PHONY: redhat-certificated-image-push
 redhat-certificated-image-push: ## Push the bundle image.

@@ -62,6 +62,18 @@ operator-sdk create api --group compute --version v1alpha1 --kind Function --res
 operator-sdk create webhook --group compute.functionmesh.io --version v1alpha1 --kind Function --defaulting --programmatic-validation
 ```
 
+### Multi-platform images
+
+The image build targets accept `PLATFORMS` as a comma-separated Docker platform list.
+
+```bash
+make docker-build PLATFORMS=linux/amd64,linux/arm64
+make operator-docker-image PLATFORMS=linux/amd64,linux/arm64
+PLATFORMS=linux/amd64,linux/arm64 PUSH=true images/build.sh
+```
+
+Single-platform builds still default to `linux/amd64`. Multi-platform builds use `docker buildx` and push a manifest list directly, so they require an authenticated registry session.
+
 ## Deployment
 
 1. make sure connected to a kubernetes cluster(gke, mini-kube etc.)

@@ -30,3 +30,5 @@ git push origin vX.Y.Z
 3. Click the release button
 
 Click the release button and draft a new release. When publish the release, the Action CI will automatically trigger the release process, build the corresponding image, and push it to docker_hub.
+
+The release workflow publishes multi-platform Docker images for `linux/amd64` and `linux/arm64`.
@@ -17,7 +17,7 @@
 # specific language governing permissions and limitations
 # under the License.
 #
-set -e
+set -euo pipefail
 
 PULSAR_IMAGE=${PULSAR_IMAGE:-"streamnative/sn-platform"}
 PULSAR_IMAGE_TAG=${PULSAR_IMAGE_TAG:-"2.7.1"}
@@ -34,53 +34,137 @@ PULSARCTL_PYTHON_RUNNER="pulsar-functions-pulsarctl-python-runner"
 RUNNER_TAG=${RUNNER_TAG:-$PULSAR_IMAGE_TAG}
 KIND_PUSH=${KIND_PUSH:-false}
 CI_TEST=${CI_TEST:-false}
+PLATFORMS=${PLATFORMS:-"linux/amd64"}
+PRIMARY_PLATFORM=${PLATFORMS%%,*}
+RUNNER_BASE_IMAGE="${DOCKER_REPO}/${RUNNER_BASE}:${RUNNER_TAG}"
+PULSARCTL_RUNNER_BASE_IMAGE="${DOCKER_REPO}/${PULSARCTL_RUNNER_BASE}:${RUNNER_TAG}"
+JAVA_RUNNER_IMAGE="${DOCKER_REPO}/${JAVA_RUNNER}:${RUNNER_TAG}"
+PULSARCTL_JAVA_RUNNER_IMAGE="${DOCKER_REPO}/${PULSARCTL_JAVA_RUNNER}:${RUNNER_TAG}"
+GO_RUNNER_IMAGE="${DOCKER_REPO}/${GO_RUNNER}:${RUNNER_TAG}"
+PULSARCTL_GO_RUNNER_IMAGE="${DOCKER_REPO}/${PULSARCTL_GO_RUNNER}:${RUNNER_TAG}"
+PYTHON_RUNNER_IMAGE="${DOCKER_REPO}/${PYTHON_RUNNER}:${RUNNER_TAG}"
+PULSARCTL_PYTHON_RUNNER_IMAGE="${DOCKER_REPO}/${PULSARCTL_PYTHON_RUNNER}:${RUNNER_TAG}"
+
+MULTI_PLATFORM=false
+if [[ "${PLATFORMS}" == *,* ]]; then
+  MULTI_PLATFORM=true
+fi
+
+PUSH_DEFAULT=false
+if [[ "${DOCKER_REPO}" == "localhost:5000" || "${MULTI_PLATFORM}" == "true" ]]; then
+  PUSH_DEFAULT=true
+fi
+PUSH=${PUSH:-$PUSH_DEFAULT}
+
+if [[ "${MULTI_PLATFORM}" == "true" && "${PUSH}" != "true" ]]; then
+  echo "multi-platform builds require PUSH=true so dependent images can resolve their base images" >&2
+  exit 1
+fi
+
+if [[ "${MULTI_PLATFORM}" == "true" && "${KIND_PUSH}" == "true" ]]; then
+  echo "KIND_PUSH=true is only supported for single-platform builds" >&2
+  exit 1
+fi
+
+build_image() {
+  local image=$1
+  local context=$2
+  shift 2
+
+  if [[ "${MULTI_PLATFORM}" == "true" ]]; then
+    docker buildx build --platform "${PLATFORMS}" --push -t "${image}" "$@" "${context}"
+  else
+    docker build --platform "${PRIMARY_PLATFORM}" -t "${image}" "$@" "${context}"
+  fi
+}
+
+tag_local_aliases() {
+  local source_image=$1
+  local local_name=$2
+
+  if [[ "${MULTI_PLATFORM}" != "true" ]]; then
+    docker tag "${source_image}" "${local_name}:latest"
+  fi
+}
 
 echo "build runner base"
-docker build --platform linux/amd64 -t ${RUNNER_BASE} images/pulsar-functions-base-runner --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --progress=plain
-docker build --platform linux/amd64 -t ${PULSARCTL_RUNNER_BASE} images/pulsar-functions-base-runner -f images/pulsar-functions-base-runner/pulsarctl.Dockerfile --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --progress=plain
-docker tag ${RUNNER_BASE} "${DOCKER_REPO}"/${RUNNER_BASE}:"${RUNNER_TAG}"
-docker tag ${PULSARCTL_RUNNER_BASE} "${DOCKER_REPO}"/${PULSARCTL_RUNNER_BASE}:"${RUNNER_TAG}"
+build_image "${RUNNER_BASE_IMAGE}" images/pulsar-functions-base-runner \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --progress=plain
+build_image "${PULSARCTL_RUNNER_BASE_IMAGE}" images/pulsar-functions-base-runner \
+  -f images/pulsar-functions-base-runner/pulsarctl.Dockerfile \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --progress=plain
+tag_local_aliases "${RUNNER_BASE_IMAGE}" "${RUNNER_BASE}"
+tag_local_aliases "${PULSARCTL_RUNNER_BASE_IMAGE}" "${PULSARCTL_RUNNER_BASE}"
 
 echo "build java runner"
-docker build --platform linux/amd64 -t ${JAVA_RUNNER} images/pulsar-functions-java-runner --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --progress=plain
-docker build --platform linux/amd64 -t ${PULSARCTL_JAVA_RUNNER} images/pulsar-functions-java-runner -f images/pulsar-functions-java-runner/pulsarctl.Dockerfile --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --progress=plain
-docker tag ${JAVA_RUNNER} "${DOCKER_REPO}"/${JAVA_RUNNER}:"${RUNNER_TAG}"
-docker tag ${PULSARCTL_JAVA_RUNNER} "${DOCKER_REPO}"/${PULSARCTL_JAVA_RUNNER}:"${RUNNER_TAG}"
+build_image "${JAVA_RUNNER_IMAGE}" images/pulsar-functions-java-runner \
+  --build-arg BASE_IMAGE="${RUNNER_BASE_IMAGE}" \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --progress=plain
+build_image "${PULSARCTL_JAVA_RUNNER_IMAGE}" images/pulsar-functions-java-runner \
+  -f images/pulsar-functions-java-runner/pulsarctl.Dockerfile \
+  --build-arg BASE_IMAGE="${PULSARCTL_RUNNER_BASE_IMAGE}" \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --progress=plain
+tag_local_aliases "${JAVA_RUNNER_IMAGE}" "${JAVA_RUNNER}"
+tag_local_aliases "${PULSARCTL_JAVA_RUNNER_IMAGE}" "${PULSARCTL_JAVA_RUNNER}"
 
 echo "build python runner"
-docker build --platform linux/amd64 -t ${PYTHON_RUNNER} images/pulsar-functions-python-runner --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --progress=plain
-docker build --platform linux/amd64 -t ${PULSARCTL_PYTHON_RUNNER} images/pulsar-functions-python-runner -f images/pulsar-functions-python-runner/pulsarctl.Dockerfile --build-arg PULSAR_IMAGE="$PULSAR_IMAGE" --build-arg PULSAR_IMAGE_TAG="$PULSAR_IMAGE_TAG" --build-arg PYTHON_VERSION="$PYTHON_VERSION" --progress=plain
-docker tag ${PYTHON_RUNNER} "${DOCKER_REPO}"/${PYTHON_RUNNER}:"${RUNNER_TAG}"
-docker tag ${PULSARCTL_PYTHON_RUNNER} "${DOCKER_REPO}"/${PULSARCTL_PYTHON_RUNNER}:"${RUNNER_TAG}"
+build_image "${PYTHON_RUNNER_IMAGE}" images/pulsar-functions-python-runner \
+  --build-arg BASE_IMAGE="${RUNNER_BASE_IMAGE}" \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --progress=plain
+build_image "${PULSARCTL_PYTHON_RUNNER_IMAGE}" images/pulsar-functions-python-runner \
+  -f images/pulsar-functions-python-runner/pulsarctl.Dockerfile \
+  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
+  --build-arg PULSAR_IMAGE_TAG="${PULSAR_IMAGE_TAG}" \
+  --build-arg PYTHON_VERSION="${PYTHON_VERSION}" \
+  --progress=plain
+tag_local_aliases "${PYTHON_RUNNER_IMAGE}" "${PYTHON_RUNNER}"
+tag_local_aliases "${PULSARCTL_PYTHON_RUNNER_IMAGE}" "${PULSARCTL_PYTHON_RUNNER}"
 
 echo "build go runner"
-docker build --platform linux/amd64 -t ${GO_RUNNER} images/pulsar-functions-go-runner --progress=plain # go runner is almost the same as runner base, so we no need to given build args for go runner
-docker build --platform linux/amd64 -t ${PULSARCTL_GO_RUNNER} images/pulsar-functions-go-runner -f images/pulsar-functions-go-runner/pulsarctl.Dockerfile --progress=plain # go runner is almost the same as runner base, so we no need to given build args for go runner
-docker tag ${GO_RUNNER} "${DOCKER_REPO}"/${GO_RUNNER}:"${RUNNER_TAG}"
-docker tag ${PULSARCTL_GO_RUNNER} "${DOCKER_REPO}"/${PULSARCTL_GO_RUNNER}:"${RUNNER_TAG}"
+build_image "${GO_RUNNER_IMAGE}" images/pulsar-functions-go-runner \
+  --build-arg BASE_IMAGE="${RUNNER_BASE_IMAGE}" \
+  --progress=plain
+build_image "${PULSARCTL_GO_RUNNER_IMAGE}" images/pulsar-functions-go-runner \
+  -f images/pulsar-functions-go-runner/pulsarctl.Dockerfile \
+  --build-arg BASE_IMAGE="${PULSARCTL_RUNNER_BASE_IMAGE}" \
+  --progress=plain
+tag_local_aliases "${GO_RUNNER_IMAGE}" "${GO_RUNNER}"
+tag_local_aliases "${PULSARCTL_GO_RUNNER_IMAGE}" "${PULSARCTL_GO_RUNNER}"
 
 if [ "$KIND_PUSH" = true ] ; then
   echo "push images to kind"
   clusters=$(kind get clusters)
   echo $clusters
   for cluster in $clusters
   do
-    kind load docker-image "${DOCKER_REPO}"/${JAVA_RUNNER}:"${RUNNER_TAG}" --name $cluster
-    kind load docker-image "${DOCKER_REPO}"/${PULSARCTL_JAVA_RUNNER}:"${RUNNER_TAG}" --name $cluster
-    kind load docker-image "${DOCKER_REPO}"/${PYTHON_RUNNER}:"${RUNNER_TAG}" --name $cluster
-    kind load docker-image "${DOCKER_REPO}"/${PULSARCTL_PYTHON_RUNNER}:"${RUNNER_TAG}" --name $cluster
-    kind load docker-image "${DOCKER_REPO}"/${GO_RUNNER}:"${RUNNER_TAG}" --name $cluster
-    kind load docker-image "${DOCKER_REPO}"/${PULSARCTL_GO_RUNNER}:"${RUNNER_TAG}" --name $cluster
+    kind load docker-image "${JAVA_RUNNER_IMAGE}" --name $cluster
+    kind load docker-image "${PULSARCTL_JAVA_RUNNER_IMAGE}" --name $cluster
+    kind load docker-image "${PYTHON_RUNNER_IMAGE}" --name $cluster
+    kind load docker-image "${PULSARCTL_PYTHON_RUNNER_IMAGE}" --name $cluster
+    kind load docker-image "${GO_RUNNER_IMAGE}" --name $cluster
+    kind load docker-image "${PULSARCTL_GO_RUNNER_IMAGE}" --name $cluster
   done
 fi
 
-if [ "$DOCKER_REPO" = "localhost:5000" ]; then
-  docker push "${DOCKER_REPO}"/${JAVA_RUNNER}:"${RUNNER_TAG}"
-  docker push "${DOCKER_REPO}"/${PULSARCTL_JAVA_RUNNER}:"${RUNNER_TAG}"
-  docker push "${DOCKER_REPO}"/${PYTHON_RUNNER}:"${RUNNER_TAG}"
-  docker push "${DOCKER_REPO}"/${PULSARCTL_PYTHON_RUNNER}:"${RUNNER_TAG}"
-  docker push "${DOCKER_REPO}"/${GO_RUNNER}:"${RUNNER_TAG}"
-  docker push "${DOCKER_REPO}"/${PULSARCTL_GO_RUNNER}:"${RUNNER_TAG}"
+if [[ "${PUSH}" == "true" && "${MULTI_PLATFORM}" != "true" ]]; then
+  docker push "${RUNNER_BASE_IMAGE}"
+  docker push "${PULSARCTL_RUNNER_BASE_IMAGE}"
+  docker push "${JAVA_RUNNER_IMAGE}"
+  docker push "${PULSARCTL_JAVA_RUNNER_IMAGE}"
+  docker push "${PYTHON_RUNNER_IMAGE}"
+  docker push "${PULSARCTL_PYTHON_RUNNER_IMAGE}"
+  docker push "${GO_RUNNER_IMAGE}"
+  docker push "${PULSARCTL_GO_RUNNER_IMAGE}"
 fi
 #
 #if [ "$CI_TEST" = true ] ; then
@@ -93,4 +177,4 @@ fi
 #    kind load docker-image "${DOCKER_REPO}"/${PYTHON_RUNNER}:"${RUNNER_TAG}" --name $cluster
 #    kind load docker-image "${DOCKER_REPO}"/${GO_RUNNER}:"${RUNNER_TAG}" --name $cluster
 #  done
-#fi
+#fi
Original file line number	Diff line number	Diff line change
Expand Up		@@ -30,3 +30,5 @@ git push origin vX.Y.Z
		3. Click the release button

		Click the release button and draft a new release. When publish the release, the Action CI will automatically trigger the release process, build the corresponding image, and push it to docker_hub.

		The release workflow publishes multi-platform Docker images for `linux/amd64` and `linux/arm64`.