diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000000..145c27683e
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,40 @@
+image:
+- Visual Studio 2017
+- Ubuntu1804
+
+branches:
+  except:
+    - l10n_master
+    - gh-pages
+
+environment:
+  APPVEYOR_YML_DISABLE_PS_LINUX: true
+
+services:
+- docker
+
+stack: node 10
+
+init:
+- ps: Install-Product node $env:nodejs_version
+
+install:
+- sh: echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+- ps: choco install cloc --no-progress
+- ps: cloc --include-lang TypeScript,JavaScript,HTML,Sass,CSS --vcs git
+- ps: $env:package_version = (Get-Content -Raw -Path package.json | ConvertFrom-Json).version
+
+before_build:
+- cmd: node --version
+- cmd: npm --version
+- cmd: set "GIT_PATH=C:\Program Files\Git\mingw64\libexec\git-core"
+- cmd: set "PATH=%GIT_PATH%;%PATH%"
+
+build_script:
+- sh: chmod +x ./build-ci.sh
+- sh: ./build-ci.sh
+- cmd: npm install
+- cmd: npm run build:prod
+
+after_build:
+- sh: docker logout
diff --git a/build-ci.sh b/build-ci.sh
new file mode 100644
index 0000000000..9c6f6ee872
--- /dev/null
+++ b/build-ci.sh
@@ -0,0 +1,36 @@
+#!/usr/bin/env bash
+set -e
+
+echo "Repo tag name: ${APPVEYOR_REPO_TAG_NAME}"
+echo "Rebuild: ${APPVEYOR_RE_BUILD}"
+
+PROD_DEPLOY=false
+TAG_NAME=""
+if [ "${APPVEYOR_REPO_TAG_NAME}" != "" -a "${APPVEYOR_RE_BUILD}" == "true" ]
+then
+    PROD_DEPLOY=true
+    TAG_NAME=${APPVEYOR_REPO_TAG_NAME#"v"}
+fi
+
+npm install
+npm run build:prod
+
+chmod +x ./build.sh
+./build.sh
+./build.sh tag dev
+
+if [ "${PROD_DEPLOY}" == "true" ]
+then
+    ./build.sh tag beta
+    ./build.sh tag $TAG_NAME
+fi
+
+docker images
+./build.sh push dev
+
+if [ "${PROD_DEPLOY}" == "true" ]
+then
+    ./build.sh push beta
+    ./build.sh push latest
+    ./build.sh push $TAG_NAME
+fi