diff --git a/.github/workflows/docker-image-push.yml b/.github/workflows/docker-image-push.yml
index 03462b2..0358ac3 100644
--- a/.github/workflows/docker-image-push.yml
+++ b/.github/workflows/docker-image-push.yml
@@ -1,6 +1,8 @@
 name: Build and push multi-arch Docker image
 
 on:
+  schedule:
+    - cron: '0 9 * * FRI'
   release:
     types: [published]
 
@@ -16,6 +18,15 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v1
+        with:
+          fetch-depth: 0
+
+      - name: Checkout release to build
+        run: |
+          if [[ $GITHUB_EVENT_NAME == schedule ]]; then
+              # Use the latest stable version
+              git checkout "$(git tag -l | grep -E "^[0-9]*\.[0-9]*\.[0-9]*$" | tail -n 1)"
+          fi
 
       - name: Docker login
         env:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2859261..41f9cfd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,8 @@
 # Changelog
 
+## Unreleased
+- Rebuild latest stable release images on a weekly basis.
+
 ## 4.3.0 (2021-11-23)
 - Bump [`thelounge`][1] to [`4.3.0`](https://github.com/thelounge/thelounge/releases/tag/v4.3.0).
 - Upgrade Node.js base images from 12 to LTS.