diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 74e829cc0..2c4cfa9c1 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -42,6 +42,8 @@ jobs:
           platforms: linux/amd64,linux/arm/v6,linux/arm/v7,linux/arm64/v8
           push: true
           tags: vikunja/vikunja:unstable
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
           build-args: |
             RELEASE_VERSION=${{ steps.ghd.outputs.describe }}
       - name: Build and push version
@@ -52,6 +54,8 @@ jobs:
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
           build-args: |
             RELEASE_VERSION=${{ steps.ghd.outputs.describe }}