diff --git a/.github/workflows/docs-release.yml b/.github/workflows/docs-release.yml
index 5dde165eed5a..a82d6bc2a4d3 100644
--- a/.github/workflows/docs-release.yml
+++ b/.github/workflows/docs-release.yml
@@ -20,7 +20,7 @@ jobs:
       -
         name: Prepare
         run: |
-          rm -rf ./_data/buildx/*
+          rm -rf ./_vendor/github.com/docker/buildx
       -
         name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -29,15 +29,9 @@ jobs:
         uses: docker/bake-action@v4
         with:
           source: ${{ github.server_url }}/${{ github.repository }}.git#${{ github.event.release.name }}
-          targets: update-docs
+          targets: vendor
           set: |
-            *.output=/tmp/buildx-docs
-        env:
-          DOCS_FORMATS: yaml
-      -
-        name: Copy files
-        run: |
-          cp /tmp/buildx-docs/out/reference/*.yaml ./_data/buildx/
+            vendor.args.MODULE=github.com/docker/buildx@${{ github.event.release.name }}
       -
         name: Commit changes
         run: |
@@ -47,8 +41,7 @@ jobs:
         uses: peter-evans/create-pull-request@a4f52f8033a6168103c2538976c07b467e8163bc
         with:
           token: ${{ secrets.GHPAT_DOCS_DISPATCH }}
-          push-to-fork: docker-tools-robot/docker.github.io
-          commit-message: "build: update buildx reference to ${{ github.event.release.name }}"
+          commit-message: "vendor: github.com/docker/buildx ${{ github.event.release.name }}"
           signoff: true
           branch: dispatch/buildx-ref-${{ github.event.release.name }}
           delete-branch: true