diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index b7085ae..1344459 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -8,7 +8,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, windows-latest, macOS-latest]
-        version: [latest, branch@master]
+        version: [latest, branch@master, branch@dev]
 
     runs-on: ${{ matrix.os }}
 
@@ -19,6 +19,7 @@ jobs:
           xmake-version: ${{ matrix.version }}
       - name: Run tests
         run: |
+          xmake --version
           xmake create -P test
           xmake build -P test
           xmake run -P test
diff --git a/dist/index.js b/dist/index.js
index a547710..c6454d4 100644
--- a/dist/index.js
+++ b/dist/index.js
@@ -9,10 +9,13 @@ const unix_install_1 = require("./unix-install");
 async function run() {
     try {
         const version = await versions_1.selectVersion();
-        if (os.platform() === 'win32' || os.platform() === 'cygwin')
-            await win_install_1.winInstall(version);
-        else
+        if (os.platform() === 'win32' || os.platform() === 'cygwin') {
+            const latest = await versions_1.selectVersion('latest');
+            await win_install_1.winInstall(version, latest);
+        }
+        else {
             await unix_install_1.unixInstall(version);
+        }
         await exec_1.exec('xmake --version');
     }
     catch (error) {
diff --git a/dist/win-install.js b/dist/win-install.js
index a536c70..fb9de39 100644
--- a/dist/win-install.js
+++ b/dist/win-install.js
@@ -8,12 +8,13 @@ const toolCache = require("@actions/tool-cache");
 const os = require("os");
 const path = require("path");
 const semver = require("semver");
-function getInstallerUrl(version) {
+function getInstallerUrl(version, latest) {
     const ver = version.version;
     switch (version.type) {
         case 'heads': {
-            const arch = os.arch() === 'x64' ? 'x64' : 'x86';
-            return `https://ci.appveyor.com/api/projects/waruqi/xmake/artifacts/xmake-installer.exe?branch=${ver}&pr=false&job=Image%3A+Visual+Studio+2017%3B+Platform%3A+${arch}`;
+            const arch = os.arch() === 'x64' ? 'win64' : 'win32';
+            const latestver = latest.version;
+            return `https://github.com/xmake-io/xmake/releases/download/${latestver}/xmake-${ver}.${arch}.exe`;
         }
         case 'pull': {
             throw new Error('PR builds for windows is not supported');
@@ -33,15 +34,15 @@ function getInstallerUrl(version) {
         }
     }
 }
-async function winInstall(version) {
-    if (version.type === 'local') {
+async function winInstall(version, latest) {
+    if (version.type === 'local' || latest.type == 'local') {
         throw new Error('Local builds for windows is not supported');
     }
     const ver = version.version;
     let toolDir = toolCache.find('xmake', ver);
     if (!toolDir) {
         const installer = await core.group(`download xmake ${String(version)}`, async () => {
-            const url = getInstallerUrl(version);
+            const url = getInstallerUrl(version, latest);
             core.info(`downloading from ${url}`);
             const file = await toolCache.downloadTool(url);
             const exe = path.format({
diff --git a/node_modules/.yarn-integrity b/node_modules/.yarn-integrity
index b78339a..4657235 100644
--- a/node_modules/.yarn-integrity
+++ b/node_modules/.yarn-integrity
@@ -1,5 +1,5 @@
 {
-  "systemParams": "win32-x64-83",
+  "systemParams": "darwin-x64-83",
   "modulesFolders": [
     "node_modules"
   ],
@@ -718,7 +718,7 @@
     "wrap-ansi@^6.2.0": "https://registry.npm.taobao.org/wrap-ansi/download/wrap-ansi-6.2.0.tgz?cache=0&sync_timestamp=1618558913931&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Fwrap-ansi%2Fdownload%2Fwrap-ansi-6.2.0.tgz#e9393ba07102e6c91a3b221478f0257cd2856e53",
     "wrappy@1": "https://registry.nlark.com/wrappy/download/wrappy-1.0.2.tgz?cache=0&sync_timestamp=1619133505879&other_urls=https%3A%2F%2Fregistry.nlark.com%2Fwrappy%2Fdownload%2Fwrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f",
     "write-file-atomic@^3.0.0": "https://registry.npm.taobao.org/write-file-atomic/download/write-file-atomic-3.0.3.tgz#56bd5c5a5c70481cd19c571bd39ab965a5de56e8",
-    "ws@^7.4.4": "https://registry.npm.taobao.org/ws/download/ws-7.4.5.tgz#a484dd851e9beb6fdb420027e3885e8ce48986c1",
+    "ws@^7.4.4": "https://registry.yarnpkg.com/ws/-/ws-7.4.6.tgz#5654ca8ecdeee47c33a9a4bf6d28e2be2980377c",
     "xml-name-validator@^3.0.0": "https://registry.npm.taobao.org/xml-name-validator/download/xml-name-validator-3.0.0.tgz#6ae73e06de4d8c6e47f9fb181f78d648ad457c6a",
     "xmlchars@^2.2.0": "https://registry.npm.taobao.org/xmlchars/download/xmlchars-2.2.0.tgz#060fe1bcb7f9c76fe2a17db86a9bc3ab894210cb",
     "y18n@^4.0.0": "https://registry.npm.taobao.org/y18n/download/y18n-4.0.3.tgz?cache=0&sync_timestamp=1617822642544&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Fy18n%2Fdownload%2Fy18n-4.0.3.tgz#b5f259c82cd6e336921efd7bfd8bf560de9eeedf",
diff --git a/src/index.ts b/src/index.ts
index 5cee965..e1f6e3c 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -8,8 +8,12 @@ import { unixInstall } from './unix-install';
 async function run(): Promise<void> {
     try {
         const version = await selectVersion();
-        if (os.platform() === 'win32' || os.platform() === 'cygwin') await winInstall(version);
-        else await unixInstall(version);
+        if (os.platform() === 'win32' || os.platform() === 'cygwin') {
+            const latest = await selectVersion('latest');
+            await winInstall(version, latest);
+        } else {
+            await unixInstall(version);
+        }
         await exec('xmake --version');
     } catch (error) {
         const ex = error as Error;
diff --git a/src/win-install.ts b/src/win-install.ts
index 524b74c..d2c5010 100644
--- a/src/win-install.ts
+++ b/src/win-install.ts
@@ -7,13 +7,13 @@ import * as path from 'path';
 import * as semver from 'semver';
 import { Version, GitVersion } from './interfaces';
 
-function getInstallerUrl(version: GitVersion): string {
+function getInstallerUrl(version: GitVersion, latest: GitVersion): string {
     const ver = version.version;
     switch (version.type) {
         case 'heads': {
-            // we only use appveyor ci artifacts for branch version
-            const arch = os.arch() === 'x64' ? 'x64' : 'x86';
-            return `https://ci.appveyor.com/api/projects/waruqi/xmake/artifacts/xmake-installer.exe?branch=${ver}&pr=false&job=Image%3A+Visual+Studio+2017%3B+Platform%3A+${arch}`;
+            const arch = os.arch() === 'x64' ? 'win64' : 'win32';
+            const latestver = latest.version;
+            return `https://github.com/xmake-io/xmake/releases/download/${latestver}/xmake-${ver}.${arch}.exe`;
         }
         case 'pull': {
             throw new Error('PR builds for windows is not supported');
@@ -22,7 +22,6 @@ function getInstallerUrl(version: GitVersion): string {
             throw new Error('Sha builds for windows is not supported');
         }
         case 'tags': {
-            // we cannot use appveyor ci artifacts, the old version links may be broken.
             const arch = os.arch() === 'x64' ? 'win64' : 'win32';
             return semver.gt(ver, '2.2.6')
                 ? `https://github.com/xmake-io/xmake/releases/download/${ver}/xmake-${ver}.${arch}.exe`
@@ -36,15 +35,15 @@ function getInstallerUrl(version: GitVersion): string {
     }
 }
 
-export async function winInstall(version: Version): Promise<void> {
-    if (version.type === 'local') {
+export async function winInstall(version: Version, latest: Version): Promise<void> {
+    if (version.type === 'local' || latest.type == 'local') {
         throw new Error('Local builds for windows is not supported');
     }
     const ver = version.version;
     let toolDir = toolCache.find('xmake', ver);
     if (!toolDir) {
         const installer = await core.group(`download xmake ${String(version)}`, async () => {
-            const url = getInstallerUrl(version);
+            const url = getInstallerUrl(version, latest);
             core.info(`downloading from ${url}`);
             const file = await toolCache.downloadTool(url);
             const exe = path.format({