diff --git a/.gitea/workflows/devstar-studio-autotest.yaml b/.gitea/workflows/devstar-studio-autotest.yaml
index 190c50a6fe..4785032f97 100644
--- a/.gitea/workflows/devstar-studio-autotest.yaml
+++ b/.gitea/workflows/devstar-studio-autotest.yaml
@@ -80,7 +80,7 @@ jobs:
         image: mcr.microsoft.com/azure-storage/azurite:latest
         ports:
           - 10000:10000
-      steps:
+    steps:
       - uses: https://github.com/actions/checkout@v4 
       - uses: https://github.com/actions/setup-go@v5
         with:
@@ -88,7 +88,8 @@ jobs:
            check-latest: true
       - name: Add hosts to /etc/hosts
         run: '[ -e "/.dockerenv" ] || [ -e "/run/.containerenv" ] || echo "127.0.0.1 minio devstoreaccount1.azurite.local mysql elasticsearch meilisearch smtpimap " | sudo tee -a /etc/hosts'
-      - run: make deps-backend
+      - run: go clean -modcache
+      - run: GOPROXY=https://goproxy.cn make deps-backend
       - run: make backend
         env:
           TAGS: bindata
diff --git a/.gitea/workflows/devstar-studio-ci-cd.yaml b/.gitea/workflows/devstar-studio-ci-cd.yaml
index 44b2b53395..f48c3c8b78 100644
--- a/.gitea/workflows/devstar-studio-ci-cd.yaml
+++ b/.gitea/workflows/devstar-studio-ci-cd.yaml
@@ -34,7 +34,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: 🔍 Check out repository code
-        uses: https://devstar.cn/actions/checkout@v4
+        uses: https://github.com/actions/checkout@v4
         with:
           ref: main
       - name: 🔧 Test Codes and Build an Artifact