diff --git a/.forgejo/workflows/ci.yml b/.forgejo/workflows/ci.yml
index e5309778..43898a21 100644
--- a/.forgejo/workflows/ci.yml
+++ b/.forgejo/workflows/ci.yml
@@ -45,12 +45,14 @@ jobs:
           type=sha,format=short,prefix={{date 'YYYY.MM.DD'}}-,enable=${{ github.ref == format('refs/heads/{0}', 'master') }}
           type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', 'master') }}
 
-    - uses: https://code.forgejo.org/docker/build-push-action@v5
+    - uses: https://code.forgejo.org/docker/build-push-action@v6
       name: Build images
       with:
         context: .
         file: docker/Dockerfile
         tags: ${{ steps.meta.outputs.tags }}
+        cache-from: type=gha
+        cache-to: type=gha,mode=max
         platforms: linux/amd64
         push: true
         build-args: |