diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index e0a6739..3efd277 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -29,17 +29,15 @@ jobs:
       - uses: actions/checkout@v4
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3.4.0
+        uses: docker/setup-buildx-action@v3.7.1
 
       - name: Check formatting
         run: make install-deps && make lint
 
       - name: Login container registries
         run: |
-          echo $CR_PAT | docker login ghcr.io -u shenxianpeng --password-stdin
+          docker login ghcr.io -u shenxianpeng -p '${{ secrets.CR_PAT }}'
           docker login -u '${{ secrets.DOCKER_USERNAME }}' -p '${{ secrets.DOCKER_PASSWORD }}'
-        env:
-          CR_PAT: ${{ secrets.CR_PAT }}
 
       - name: Check buildx bake
         run: docker buildx bake --file docker-bake.hcl --print