diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..375b53f
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,48 @@
+name: Build
+
+on:
+  push:
+  pull_request:
+  schedule:
+    - cron: '0 0 * * *'  # every day at midnight
+
+env:
+  APPIMAGE_EXTRACT_AND_RUN: 1
+
+jobs:
+  appimage:
+    name: Build AppImage
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Install gettext
+        run: |
+          sudo apt-get update
+          sudo apt-get install gettext
+      - name: Build AppImage
+        run: |
+          ./build.sh
+      - name: Archive artifacts
+        uses: actions/upload-artifact@v3
+        with:
+          name: AppImage
+          path: MusicBrainz-Picard*.AppImage*
+
+  upload:
+    name: Create release and upload artifacts
+    runs-on: ubuntu-latest
+    needs:
+      - appimage
+    steps:
+      - name: Download artifacts
+        uses: actions/download-artifact@v3
+      - name: Inspect directory after downloading artifacts
+        run: ls -alFR
+      - name: Create release and upload artifacts
+        env:
+          GITHUB_TOKEN: ${{ secrets.GH_TOKEN }}
+          GITHUB_CONTINUOUS_RELEASE_NAME: MusicBrainz Picard daily builds
+        run: |
+            wget -q https://github.com/TheAssassin/pyuploadtool/releases/download/continuous/pyuploadtool-x86_64.AppImage
+            chmod +x pyuploadtool-x86_64.AppImage
+            ./pyuploadtool-x86_64.AppImage **/MusicBrainz-Picard*.AppImage*