diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000000..809a829194
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,84 @@
+name: release
+
+# Daily release on 15:00 UTC, monday-thursday.
+# Or, force to release by triggering repository_dispatch events by using
+#   curl -v -H "Accept: application/vnd.github.everest-preview+json" -H "Authorization: token ${GITHUB_TOKEN}" https://api.github.com/repos/golang/vscode-go/dispatches -d '{ "event_type": "force-release" }'
+on:
+  schedule:
+    - cron: "0 15 * * MON-THU"  # 15 UTC, monday-thursday daily
+  repository_dispatch:
+    types: [force-release]
+
+env:
+  GOPATH: /tmp/go
+  # Because some tests require explicit setting of GOPATH. TODO: FIX THEM.
+
+jobs:
+  release:
+    name: Release Nightly
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+
+    steps:
+      - name: Clone repository
+        uses: actions/checkout@v1
+
+      - name: Setup Node
+        uses: actions/setup-node@v1
+        with:
+          node-version: '10.x'
+
+      - name: Setup Go
+        uses: actions/setup-go@v1
+        with:
+         go-version: '1.14'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Install Go tools (Modules mode)
+        run: |
+            go version
+            go get github.com/acroca/go-symbols \
+               github.com/davidrjenni/reftools/cmd/fillstruct \
+               github.com/haya14busa/goplay/cmd/goplay \
+               github.com/mdempsky/gocode \
+               github.com/sqs/goreturns \
+               github.com/uudashr/gopkgs/v2/cmd/gopkgs \
+               github.com/zmb3/gogetdoc \
+               golang.org/x/lint/golint \
+               golang.org/x/tools/cmd/gorename
+        env:
+          GO111MODULE: on
+
+      - name: Install Go tools (GOPATH mode)
+        run: |
+          go version
+          go get github.com/cweill/gotests/... \
+            github.com/rogpeppe/godef \
+            github.com/ramya-rao-a/go-outline
+            # Because some tests depend on the source code checked in GOPATH. TODO: FIX THEM.
+        env:
+          GO111MODULE: off
+
+      - name: Prepare Release
+        run: build/all.bash prepare_nightly
+
+      - name: Run unit tests
+        run: npm run unit-test
+        continue-on-error: true
+
+      - name: Run tests
+        uses: GabrielBB/xvfb-action@v1.0
+        with:
+          run: npm run test
+        env:
+          CODE_VERSION: 'insiders'
+
+      - name: Publish
+        if: github.ref == 'refs/heads/master' && github.repository == 'golang/vscode-go'
+        uses: lannonbr/vsce-action@704da577da0f27de5cdb4ae018374c2f08b5f523
+        with:
+          args: "publish -p $VSCE_TOKEN"
+        env:
+          VSCE_TOKEN: ${{ secrets.VSCE_TOKEN }}
diff --git a/build/all.bash b/build/all.bash
index 1a8e4a8f7c..f4e65931d8 100755
--- a/build/all.bash
+++ b/build/all.bash
@@ -51,6 +51,26 @@ run_test_in_docker() {
   docker run --workdir=/workspace -v "$(pwd):/workspace" vscode-test-env ci
 }
 
+prepare_nightly() {
+  local VER=`git log -1 --format=%cd-%h --date="format:%Y.%-m.%-d"`
+  echo "**** Preparing nightly release : $VER ***"
+
+  # Update package.json
+  (cat package.json | jq --arg VER "${VER}" '
+.version=$VER |
+.preview=true |
+.name="go-nightly" |
+.displayName="Go Nightly" |
+.publisher="golang" |
+.description="Rich Go language support for Visual Studio Code (Nightly)" |
+.author.name="Go Team at Google" |
+.repository.url="https://github.com/golang/vscode-go" |
+.bugs.url="https://github.com/golang/vscode-go/issues"
+') > /tmp/package.json && mv /tmp/package.json package.json
+
+  # TODO(hyangah): Update README.md and CHANGELOG.md
+}
+
 main() {
   cd "$(root_dir)"  # always run from the script root.
   case "$1" in
@@ -70,9 +90,12 @@ main() {
       setup_virtual_display
       run_test
       ;;
+    "prepare_nightly")
+      prepare_nightly
+      ;;
     *)
       usage
       exit 2
   esac
 }
-main $@
\ No newline at end of file
+main $@
diff --git a/package.json b/package.json
index 26fa823b8d..fac30acc15 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "go-nightly",
   "displayName": "Go Nightly",
-  "version": "2020.3.144",
+  "version": "0.0.0-development",
   "publisher": "golang",
   "description": "Rich Go language support for Visual Studio Code (Nightly)",
   "author": {