diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e2f3a600..91c37bda 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -40,8 +40,8 @@ jobs:
             const releaseNotesFileContent = fs.readFileSync('./apps/readest-app/release-notes.json', 'utf8');
             const releaseNotes = JSON.parse(releaseNotesFileContent).releases[version] || {};
             const notes = releaseNotes.notes || [];
-            const releaseNote = notes.map(note => `- ${note}`).join('\n');
-            console.log('Release note:\n', releaseNote);
+            const releaseNote = notes.map((note, index) => `${index + 1}. ${note}`).join(' ');
+            console.log('Formatted release note:', releaseNote);
             return releaseNote;
 
   build-tauri:
@@ -52,15 +52,21 @@ jobs:
       fail-fast: false
       matrix:
         config:
-          - os: ubuntu-latest
+          - os: ubuntu-22.04
             arch: x86_64
             rust_target: x86_64-unknown-linux-gnu
           - os: macos-latest
             arch: aarch64
             rust_target: x86_64-apple-darwin,aarch64-apple-darwin
+            args: '--target universal-apple-darwin'
           - os: windows-latest
             arch: x86_64
             rust_target: x86_64-pc-windows-msvc
+            args: '--target x86_64-pc-windows-msvc'
+          - os: windows-latest
+            arch: aarch64
+            rust_target: aarch64-pc-windows-msvc
+            args: '--target aarch64-pc-windows-msvc --bundles nsis'
 
     runs-on: ${{ matrix.config.os }}
     timeout-minutes: 20
@@ -81,9 +87,6 @@ jobs:
           node-version: 22
           cache: pnpm
 
-      - name: install rimraf
-        run: npm install -g rimraf
-
       - name: install dependencies
         run: pnpm install
 
@@ -111,7 +114,7 @@ jobs:
         run: cp .env.local apps/readest-app/.env.local
 
       - name: install dependencies (ubuntu only)
-        if: matrix.config.os == 'ubuntu-latest'
+        if: matrix.config.os == 'ubuntu-22.04'
         run: |
           sudo apt-get update
           sudo apt-get install -y libgtk-3-dev libwebkit2gtk-4.1-dev libappindicator3-dev librsvg2-dev patchelf
@@ -131,7 +134,7 @@ jobs:
           projectPath: apps/readest-app
           releaseId: ${{ needs.get-release.outputs.release_id }}
           releaseBody: ${{ needs.get-release.outputs.release_note }}
-          args: ${{ matrix.config.os == 'macos-latest' && '--target universal-apple-darwin' || '' }}
+          args: ${{ matrix.config.args || '' }}
 
   update-release:
     permissions: