diff --git a/.circleci/config.yml b/.circleci/config.yml
index a0ade82a6..44a7fbfd0 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -97,6 +97,45 @@ jobs:
             make integration-test
       - go/save-cache
 
+  release:
+    docker:
+      - image: circleci/golang:1.12.10
+    working_directory: /go/src/github.com/dragonflyoss/Dragonfly
+    steps:
+      - checkout
+      - go/load-cache
+      # TODO(yeya24): consider a better way to inject build date
+      - run:
+          name: inject build date
+          command: echo 'export DATE=$(date "+%Y%m%d-%H:%M:%S")' >> $BASH_ENV
+      - run: curl -sL https://git.io/goreleaser | bash
+      - go/save-cache
+
+# TODO(yeya24): Consider changing to use goreleaser to publish images later
+  publish-images:
+    docker:
+      - image: circleci/golang:1.12.10
+    working_directory: /go/src/github.com/dragonflyoss/Dragonfly
+    steps:
+      - checkout
+      - setup_remote_docker
+      - run: echo 'export DF_VERSION=${CIRCLE_TAG:1}' >> $BASH_ENV
+      - go/load-cache
+      - run: make docker-build
+      - run:
+          name: push images
+          command: |
+            echo "$DOCKERHUB_PASS" | docker login -u "$DOCKERHUB_USERNAME" --password-stdin
+            docker tag dfclient:$DF_VERSION dragonflyoss/dfclient:$DF_VERSION
+            docker tag supernode:$DF_VERSION dragonflyoss/supernode:$DF_VERSION
+            docker tag dfclient:$DF_VERSION dragonflyoss/dfclient:latest
+            docker tag supernode:$DF_VERSION dragonflyoss/supernode:latest
+            docker push dragonflyoss/dfclient:$DF_VERSION
+            docker push dragonflyoss/supernode:$DF_VERSION
+            docker push dragonflyoss/dfclient:latest
+            docker push dragonflyoss/supernode:latest
+      - go/save-cache
+
 workflows:
   version: 2
   ci:
@@ -104,3 +143,19 @@ workflows:
       - linters-check
       - unit-test-golang
       - api-integration-test
+
+  release:
+    jobs:
+      - release:
+          # Only run this job on git tag pushes
+          filters:
+            branches:
+              ignore: /.*/
+            tags:
+              only: /^v[0-9]+(\.[0-9]+){2}(-.+|[^-.]*)$/
+      - publish-images:
+          filters:
+            branches:
+              ignore: /.*/
+            tags:
+              only: /^v[0-9]+(\.[0-9]+){2}(-.+|[^-.]*)$/
diff --git a/.goreleaser.yml b/.goreleaser.yml
new file mode 100644
index 000000000..fc8896d69
--- /dev/null
+++ b/.goreleaser.yml
@@ -0,0 +1,58 @@
+# This is an example goreleaser.yaml file with some sane defaults.
+# Make sure to check the documentation at http://goreleaser.com
+env:
+  - GO111MODULE=on
+  - CGO_ENABLED=0
+before:
+  hooks:
+    - go mod tidy
+builds:
+  - binary: supernode
+    id: "supernode"
+    main: cmd/supernode/main.go
+    goarch:
+      - amd64
+    goos:
+      - linux
+      - darwin
+    ldflags:
+      - -s -w -X github.com/dragonflyoss/Dragonfly/version.version={{.Version}}
+      - -X github.com/dragonflyoss/Dragonfly/version.revision={{.ShortCommit}}
+      - -X github.com/dragonflyoss/Dragonfly/version.buildDate={{.Env.DATE}}
+
+  - binary: dfget
+    id: "dfget"
+    main: cmd/dfget/main.go
+    goarch:
+      - amd64
+    goos:
+      - linux
+      - darwin
+    ldflags:
+      - -s -w -X github.com/dragonflyoss/Dragonfly/version.version={{.Version}}
+      - -X github.com/dragonflyoss/Dragonfly/version.revision={{.ShortCommit}}
+      - -X github.com/dragonflyoss/Dragonfly/version.buildDate={{.Env.DATE}}
+
+  - binary: dfdaemon
+    id: "dfdaemon"
+    main: cmd/dfdaemon/main.go
+    goarch:
+      - amd64
+    goos:
+      - linux
+      - darwin
+    ldflags:
+      - -s -w -X github.com/dragonflyoss/Dragonfly/version.version={{.Version}}
+      - -X github.com/dragonflyoss/Dragonfly/version.revision={{.ShortCommit}}
+      - -X github.com/dragonflyoss/Dragonfly/version.buildDate={{.Env.DATE}}
+
+# archives in the tarball
+archives:
+  - wrap_in_directory: true
+    # additional files
+    files:
+      - LICENSE
+      - README.md
+
+checksum:
+  name_template: 'checksums.txt'