diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 90cc8a9..6e3e4a1 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -17,3 +17,9 @@ jobs:
     steps:
     - uses: actions/checkout@master
     - run: make test
+ cross:
+    runs-on: ubuntu-20.04
+    timeout-minutes: 30
+    steps:
+    - uses: actions/checkout@master
+    - run: make artifacts
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..616df24
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,54 @@
+name: Release
+on:
+  push:
+    tags:
+    - 'v*'
+    - 'test-action-release-*'
+env:
+  GO111MODULE: on
+jobs:
+  release:
+    runs-on: ubuntu-20.04
+    timeout-minutes: 20
+    steps:
+    - uses: actions/setup-go@v2
+      with:
+        go-version: 1.16.x
+    - uses: actions/checkout@v2
+      with:
+        path: go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+    - name: "Compile binaries"
+      working-directory:  go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+      run: make artifacts
+    - name: "SHA256SUMS"
+      working-directory:  go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+      run: |
+        ( cd _output; sha256sum containerd-fuse-overlayfs-* ) | tee /tmp/SHA256SUMS
+        mv /tmp/SHA256SUMS _output/SHA256SUMS
+    - name: "The sha256sum of the SHA256SUMS file"
+      working-directory:  go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+      run: (cd _output; sha256sum SHA256SUMS)
+    - name: "Prepare the release note"
+      working-directory:  go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+      run: |
+        tag="${GITHUB_REF##*/}"
+        shasha=$(sha256sum _output/SHA256SUMS | awk '{print $1}')
+        cat <<-EOF | tee /tmp/release-note.txt
+        ${tag}
+
+        (To be documented)
+        - - -
+        The binaries were built automatically on GitHub Actions.
+        The build log is available for 90 days: https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}
+
+        The sha256sum of the SHA256SUMS file itself is \`${shasha}\` .
+        EOF
+    - name: "Create release"
+      working-directory:  go/src/github.com/AkihiroSuda/containerd-fuse-overlayfs
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      run: |
+        tag="${GITHUB_REF##*/}"
+        asset_flags=()
+        for f in _output/*; do asset_flags+=("-a" "$f"); done
+        hub release create "${asset_flags[@]}" -F /tmp/release-note.txt --draft "${tag}"
diff --git a/.gitignore b/.gitignore
index 3c975c1..43be538 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 *.test
 bin
+/_output
diff --git a/Makefile b/Makefile
index 677f2c6..54e281d 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,17 @@
 DESTDIR ?= /usr/local
 
+VERSION=$(shell git describe --match 'v[0-9]*' --dirty='.m' --always --tags)
+VERSION_TRIMMED := $(VERSION:v%=%)
+REVISION=$(shell git rev-parse HEAD)$(shell if ! git diff --no-ext-diff --quiet --exit-code; then echo .m; fi)
+
+PKG_MAIN := github.com/AkihiroSuda/containerd-fuse-overlayfs/cmd/containerd-fuse-overlayfs-grpc
+PKG_VERSION := github.com/AkihiroSuda/containerd-fuse-overlayfs/cmd/containerd-fuse-overlayfs-grpc/version
+
+GO ?= go
+export GO_BUILD=GO111MODULE=on CGO_ENABLED=0 $(GO) build -ldflags "-s -w -X $(PKG_VERSION).Version=$(VERSION) -X $(PKG_VERSION).Revision=$(REVISION)"
+
 bin/containerd-fuse-overlayfs-grpc:
-	go build -o $@ ./cmd/containerd-fuse-overlayfs-grpc
+	$(GO_BUILD) -o $@ $(PKG_MAIN)
 
 install:
 	install bin/containerd-fuse-overlayfs-grpc $(DESTDIR)/bin
@@ -21,4 +31,19 @@ test:
 _test:
 	go test -exec rootlesskit -test.v -test.root
 
-.PHONY: bin/containerd-fuse-overlayfs-grpc install uninstall clean test _test
+TAR_FLAGS=--transform 's/.*\///g' --owner=0 --group=0
+
+artifacts: clean
+	mkdir -p _output
+	GOOS=linux GOARCH=amd64       make
+	tar $(TAR_FLAGS) -czvf _output/containerd-fuse-overlayfs-$(VERSION_TRIMMED)-linux-amd64.tar.gz  bin/*
+	GOOS=linux GOARCH=arm64       make
+	tar $(TAR_FLAGS) -czvf _output/containerd-fuse-overlayfs-$(VERSION_TRIMMED)-linux-arm64.tar.gz  bin/*
+	GOOS=linux GOARCH=arm GOARM=7 make
+	tar $(TAR_FLAGS) -czvf _output/containerd-fuse-overlayfs-$(VERSION_TRIMMED)-linux-arm-v7.tar.gz bin/*
+	GOOS=linux GOARCH=ppc64le     make
+	tar $(TAR_FLAGS) -czvf _output/containerd-fuse-overlayfs-$(VERSION_TRIMMED)-linux-ppc64le.tar.gz  bin/*
+	GOOS=linux GOARCH=s390x       make
+	tar $(TAR_FLAGS) -czvf _output/containerd-fuse-overlayfs-$(VERSION_TRIMMED)-linux-s390x.tar.gz  bin/*
+
+.PHONY: bin/containerd-fuse-overlayfs-grpc install uninstall clean test _test artifacts
diff --git a/cmd/containerd-fuse-overlayfs-grpc/main.go b/cmd/containerd-fuse-overlayfs-grpc/main.go
index 15200a4..93121c4 100644
--- a/cmd/containerd-fuse-overlayfs-grpc/main.go
+++ b/cmd/containerd-fuse-overlayfs-grpc/main.go
@@ -23,16 +23,19 @@ import (
 	"path/filepath"
 
 	sddaemon "github.com/coreos/go-systemd/v22/daemon"
+	"github.com/sirupsen/logrus"
 	"google.golang.org/grpc"
 
 	snapshotsapi "github.com/containerd/containerd/api/services/snapshots/v1"
 	"github.com/containerd/containerd/contrib/snapshotservice"
 
 	fuseoverlayfs "github.com/AkihiroSuda/containerd-fuse-overlayfs"
+	"github.com/AkihiroSuda/containerd-fuse-overlayfs/cmd/containerd-fuse-overlayfs-grpc/version"
 )
 
 // main is from https://github.com/containerd/containerd/blob/b9fad5e310fafb453def5f1e7094f4c36a9806d2/PLUGINS.md
 func main() {
+	logrus.Infof("containerd-fuse-overlayfs-grpc Version=%q Revision=%q", version.Version, version.Revision)
 	// Provide a unix address to listen to, this will be the `address`
 	// in the `proxy_plugin` configuration.
 	// The root will be used to store the snapshots.
diff --git a/cmd/containerd-fuse-overlayfs-grpc/version/version.go b/cmd/containerd-fuse-overlayfs-grpc/version/version.go
new file mode 100644
index 0000000..159c2ae
--- /dev/null
+++ b/cmd/containerd-fuse-overlayfs-grpc/version/version.go
@@ -0,0 +1,23 @@
+/*
+   Copyright The containerd Authors.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+package version
+
+// Version and Revision are filled in Makefile
+var (
+	Version  = "<unknown>"
+	Revision = "<unknown>"
+)
diff --git a/go.mod b/go.mod
index 2716f79..b945950 100644
--- a/go.mod
+++ b/go.mod
@@ -7,6 +7,7 @@ require (
 	github.com/containerd/continuity v0.0.0-20201208142359-180525291bb7
 	github.com/coreos/go-systemd/v22 v22.1.0
 	github.com/pkg/errors v0.9.1
+	github.com/sirupsen/logrus v1.7.0
 	google.golang.org/grpc v1.30.0
 )