diff --git a/.github/workflows/test-builds.yml b/.github/workflows/test-builds.yml
new file mode 100644
index 00000000..fc93f340
--- /dev/null
+++ b/.github/workflows/test-builds.yml
@@ -0,0 +1,120 @@
+name: Publish Release
+on:
+  push:
+    branches: [master, beta, nightly, python3]
+
+jobs:
+  build-windows:
+    runs-on: windows-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v2.1.0
+
+      - name: Set Release Version
+        id: get_version
+        shell: bash
+        run: |
+          echo ::set-output name=VERSION_NSIS::0.0.0.0
+          echo ::set-output name=VERSION::0.0.0
+          echo ::set-output name=RELEASE_VERSION::${GITHUB_REF#refs/heads/}
+          echo $GITHUB_SHA > version.txt
+
+      - name: Set Up Python
+        uses: actions/setup-python@v1.2.0
+        with:
+          python-version: 3.8
+
+      - name: Cache Dependencies
+        id: cache_dependencies
+        uses: actions/cache@v1
+        with:
+          path: ~\AppData\Local\pip\Cache
+          key: ${{ runner.os }}-pip-${{ hashFiles('package/requirements-windows.txt') }}
+          restore-keys: ${{ runner.os }}-pip-
+
+      - name: Install Dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r package/requirements-windows.txt
+
+      - name: Build Package
+        run: |
+          pyinstaller -y ./package/Tautulli-windows.spec
+
+      - name: Create Installer
+        uses: joncloud/makensis-action@v1
+        with:
+          script-file: ./package/Tautulli.nsi
+          arguments: /DVERSION=${{ steps.get_version.outputs.VERSION_NSIS }} /DINSTALLER_NAME=..\Tautulli-windows-${{ steps.get_version.outputs.RELEASE_VERSION }}.exe
+          includeMorePlugins: package/nsis-plugins
+
+      - name: Upload Installer
+        uses: actions/upload-artifact@v1
+        with:
+          name: Tautulli-windows-installer
+          path: Tautulli-windows-${{ steps.get_version.outputs.RELEASE_VERSION }}.exe
+
+      - name: Post Status to Discord
+        uses: sarisia/actions-status-discord@v1
+        if: always()
+        with:
+          webhook: ${{ secrets.DISCORD_WEBHOOK }}
+          status: ${{ job.status }}
+          job: Build Windows Installer
+          nofail: true
+
+  build-macos:
+    runs-on: macos-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v2.1.0
+
+      - name: Set Release Version
+        id: get_version
+        shell: bash
+        run: |
+          echo ::set-env name=VERSION::0.0.0
+          echo ::set-output name=VERSION::0.0.0
+          echo ::set-output name=RELEASE_VERSION::${GITHUB_REF#refs/heads/}
+          echo $GITHUB_SHA > version.txt
+
+      - name: Set Up Python
+        uses: actions/setup-python@v1.2.0
+        with:
+          python-version: 3.8
+
+      - name: Cache Dependencies
+        id: cache_dependencies
+        uses: actions/cache@v1
+        with:
+          path: ~/Library/Caches/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('package/requirements-macos.txt') }}
+          restore-keys: ${{ runner.os }}-pip-
+
+      - name: Install Dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r package/requirements-macos.txt
+
+      - name: Build Package
+        run: |
+          pyinstaller -y ./package/Tautulli-macos.spec
+
+      - name: Create Installer
+        run: |
+          sudo pkgbuild --install-location /Applications --version ${{ steps.get_version.outputs.VERSION }} --component ./dist/Tautulli.app --scripts ./package/macos-scripts Tautulli-macos-${{ steps.get_version.outputs.RELEASE_VERSION }}.pkg
+
+      - name: Upload Installer
+        uses: actions/upload-artifact@v1
+        with:
+          name: Tautulli-macos-package
+          path: Tautulli-macos-${{ steps.get_version.outputs.RELEASE_VERSION }}.pkg
+
+      - name: Post Status to Discord
+        uses: sarisia/actions-status-discord@v1
+        if: always()
+        with:
+          webhook: ${{ secrets.DISCORD_WEBHOOK }}
+          status: ${{ job.status }}
+          job: Build MacOS Package
+          nofail: true