diff --git a/.github/workflows/beeper-ci.yml b/.github/workflows/beeper-ci.yml
index 546219183361..3223e6a4f0b6 100644
--- a/.github/workflows/beeper-ci.yml
+++ b/.github/workflows/beeper-ci.yml
@@ -96,6 +96,10 @@ jobs:
       - uses: actions/checkout@v2
       - uses: docker/setup-qemu-action@v2
       - uses: docker/setup-buildx-action@v2
+        with:
+          # TEMPORARY, see: https://github.com/docker/build-push-action/issues/761
+          driver-opts: |
+            image=moby/buildkit:v0.10.6
       - uses: docker/login-action@v2
         with:
           registry: ${{ secrets.CI_REGISTRY }}