diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 0000000..98cb158
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,63 @@
+name: Build
+
+on:
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: "Image Tag"
+        default: "latest"
+  push:
+    branches:
+      - 'main'
+      - 'release-*'
+    tags:
+      - 'v*'
+
+jobs:
+  buildx:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Prepare
+        id: prepare
+        run: |
+          VERSION=latest
+          if [[ $GITHUB_REF == refs/tags/* ]]; then
+            VERSION=${GITHUB_REF#refs/tags/}
+          fi
+          if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
+            VERSION=${{ github.event.inputs.tag }}
+          fi
+          echo ::set-output name=version::${VERSION}
+
+      - name: Docker meta for kubesphere
+        id: meta
+        uses: docker/metadata-action@v3
+        with:
+          images: docker.io/kubesphere/storageclass-accessor
+          tags: ${{ steps.prepare.outputs.version }}
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      - name: Login to DockerHub
+        if: github.event_name != 'pull_request'
+        uses: docker/login-action@v1
+        with:
+          registry: docker.io
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_PASSWORD }}
+
+      - name: Build and push Docker images
+        uses: docker/build-push-action@v2.4.0
+        with:
+          context: .
+          file: ./Dockerfile
+          tags: ${{ steps.meta.outputs.tags }}
+          push: true
+          load: false
+          labels: ${{ steps.meta.outputs.labels }}
+          platforms: linux/amd64,linux/arm64
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index cd43500..4be37ab 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,26 +2,15 @@
 FROM golang:1.16 as builder
 
 WORKDIR /workspace
-# Copy the Go Modules manifests
-COPY go.mod go.mod
-COPY go.sum go.sum
-# cache deps before building and copying source so that we don't need to re-download as much
-# and so that source changes don't invalidate our downloaded layer
-RUN go mod download
+ADD . /workspace/
 
-# Copy the go source
-COPY main.go main.go
-COPY webhook/ webhook/
-COPY client/ client/
-
-# Build
-RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -a -o manager main.go
+RUN make build-local
 
 # Use distroless as minimal base image to package the manager binary
 # Refer to https://github.com/GoogleContainerTools/distroless for more details
 FROM kubesphere/distroless-static:nonroot
 WORKDIR /
-COPY --from=builder /workspace/manager .
+COPY --from=builder /workspace/bin/manager .
 USER 65532:65532
 
 ENTRYPOINT ["/manager"]
\ No newline at end of file
diff --git a/Makefile b/Makefile
index c3611ee..dfbb355 100644
--- a/Makefile
+++ b/Makefile
@@ -1,17 +1,16 @@
-GIT_COMMIT=$(shell git rev-parse HEAD | head -c 7)
-IMG ?= kubesphere/storageclass-accessor:${GIT_COMMIT}
-IMGLATEST ?= kubesphere/storageclass-accessor:latest
+REPO ?= kubesphere
+TAG ?= latest
 
-.PHONY: build
-build:
-	go mod tidy && go mod verify && go build -o bin/manager main.go
+build-local: ; $(info $(M)...Begin to build storageclass-accessor binary.)  @ ## Build storageclass-accessor.
+	CGO_ENABLED=0 go build -ldflags \
+	"-X 'main.goVersion=$(shell go version|sed 's/go version //g')' \
+	-X 'main.gitHash=$(shell git describe --dirty --always --tags)' \
+	-X 'main.buildTime=$(shell TZ=UTC-8 date +%Y-%m-%d" "%H:%M:%S)'" \
+	-o bin/manager main.go
 
-.PHONY: docker-build
-docker-build: #test ## Build docker image with the manager.
-	docker build -t ${IMG} .
+build-image: ; $(info $(M)...Begin to build storageclass-accessor image.)  @ ## Build storageclass-accessor image.
+	docker build -f Dockerfile -t ${REPO}/storageclass-accessor:${TAG}  .
+	docker push ${REPO}/storageclass-accessor:${TAG}
 
-.PHONY: docker-push
-docker-push: ## Push docker image with the manager.
-	docker push ${IMG}
-	docker tag ${IMG} ${IMGLATEST}
-	docker push ${IMGLATEST}
\ No newline at end of file
+build-cross-image: ; $(info $(M)...Begin to build storageclass-accessor image.)  @ ## Build storageclass-accessor image.
+	docker buildx build -f Dockerfile -t ${REPO}/storageclass-accessor:${TAG} --push --platform linux/amd64,linux/arm64 .
\ No newline at end of file