diff --git a/.github/workflows/ttc.yml b/.github/workflows/ttc.yml
index e4937da4..fcaa2cfd 100644
--- a/.github/workflows/ttc.yml
+++ b/.github/workflows/ttc.yml
@@ -8,9 +8,6 @@ on:
       - main
     tags:
       - v*
-  pull_request:
-    branches:
-      - main
     paths:
       - 'core/**'
       - 'driver/**'
@@ -23,10 +20,10 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v1
+        uses: docker/setup-buildx-action@v3
 
       - name: Login to DockerHub
         uses: docker/login-action@v3
@@ -35,13 +32,23 @@ jobs:
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
       - name: Set Docker tag
-        run: echo "DOCKER_TAG=${{ startsWith(github.ref, 'refs/tags/') && github.ref[10:] || 'latest' }}" >> $GITHUB_ENV
+        shell: bash
+        run: |
+          ref_v="${{ github.ref }}"
+          if [[ $ref_v == refs/tags/* ]]; then
+            DOCKER_TAG=${ref_v:10}
+          else
+            DOCKER_TAG="latest"
+          fi
+          echo "DOCKER_TAG=$DOCKER_TAG" >> $GITHUB_ENV
 
       - name: Print Docker tag
-        run: echo "Start to build and publish: datafuselabs/ttc-rust:$DOCKER_TAG"
+        shell: bash
+        run: |
+          echo "Start to build and publish: datafuselabs/ttc-rust:$DOCKER_TAG"
 
       - name: TTC Build and push
-        uses: docker/build-push-action@v2
+        uses: docker/build-push-action@v6
         with:
           push: true
           file: ./ttc/Dockerfile