diff --git a/.github/workflows/release-ui-assets.yaml b/.github/workflows/release-ui-assets.yaml
index ff02b9715f..c5564684ea 100644
--- a/.github/workflows/release-ui-assets.yaml
+++ b/.github/workflows/release-ui-assets.yaml
@@ -15,6 +15,9 @@ jobs:
       - uses: actions/setup-node@v1
         with:
           node-version: '12.x'
+      - uses: actions/setup-go@v1
+        with:
+          go-version: '1.13.5'
       - name: Lookup yarn cache
         id: yarn_cache
         run: echo "::set-output name=dir::$(yarn cache dir)"
@@ -24,24 +27,19 @@ jobs:
           key: ${{ runner.os }}-yarn-${{ hashFiles('**/yarn.lock') }}
           restore-keys: |
             ${{ runner.os }}-yarn-
-      - name: Install dependencies
-        working-directory: ui
-        run: |
-          yarn install --frozen-lockfile
-      - name: Build project
-        working-directory: ui
+      - name: Build UI
         run: |
-          yarn build
-      - name: Pack release assets
+          make ui_for_pd
+      - name: Pack UI asset release
         working-directory: ui/build
         run: |
           zip -r ../static-assets.zip .
-      - name: Lookup release version
+      - name: Lookup asset release version
         id: lookup_release_version
         working-directory: ui
         run: |
           echo "::set-output name=release_version::$(grep -v '^#' .github_release_version)"
-      - name: Create release
+      - name: Create asset release
         id: create_release
         uses: actions/create-release@v1
         env:
@@ -51,7 +49,7 @@ jobs:
           release_name: UI Release ${{ steps.lookup_release_version.outputs.release_version }}
           draft: false
           prerelease: false
-      - name: Upload release assets
+      - name: Upload asset release
         uses: actions/upload-release-asset@v1.0.1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -60,3 +58,19 @@ jobs:
           asset_path: ./ui/static-assets.zip
           asset_name: static-assets.zip
           asset_content_type: application/zip
+      - name: Generate embedded assets
+        run: |
+          scripts/embed_ui_assets.sh
+          cp pkg/uiserver/embedded_assets_handler.go embedded_assets_handler.go
+      - name: Pack embedded assets
+        run: |
+          zip -r embedded-assets-golang.zip ./embedded_assets_handler.go
+      - name: Upload embedded asset release
+        uses: actions/upload-release-asset@v1.0.1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          upload_url: ${{ steps.create_release.outputs.upload_url }}
+          asset_path: ./embedded-assets-golang.zip
+          asset_name: embedded-assets-golang.zip
+          asset_content_type: application/zip
diff --git a/Makefile b/Makefile
index b8bd483fbf..cce23a88e6 100644
--- a/Makefile
+++ b/Makefile
@@ -16,18 +16,24 @@ default:
 tidy:
 	go mod tidy
 
-swagger:
-	scripts/generate_swagger.sh
+swagger_spec:
+	scripts/generate_swagger_spec.sh
 
-swagger_client: swagger
-	cd ui && yarn && npm run build_api_client
+yarn_dependencies:
+	cd ui && yarn install --frozen-lockfile
+
+swagger_client: swagger_spec yarn_dependencies
+	cd ui && npm run build_api_client
 
 ui: swagger_client
-	cd ui && yarn && REACT_APP_DASHBOARD_API_URL="" npm run build
+	cd ui && REACT_APP_DASHBOARD_API_URL="" npm run build
+
+ui_for_pd: swagger_client
+	cd ui && REACT_APP_DASHBOARD_API_URL="/dashboard" npm run build
 
 server:
 ifeq ($(SWAGGER),1)
-	make swagger
+	make swagger_spec
 endif
 ifeq ($(UI),1)
 	scripts/embed_ui_assets.sh
diff --git a/scripts/generate_swagger.sh b/scripts/generate_swagger_spec.sh
similarity index 100%
rename from scripts/generate_swagger.sh
rename to scripts/generate_swagger_spec.sh
diff --git a/ui/.github_release_version b/ui/.github_release_version
index 789f731510..8e5567b229 100644
--- a/ui/.github_release_version
+++ b/ui/.github_release_version
@@ -1,3 +1,3 @@
 # This file contains a version number which will be used to release assets to
 # GitHub. To trigger a new asset release, simply increase this version number.
-20200103_1
+20200106_1