diff --git a/.github/workflows/ci-dev.yml b/.github/workflows/ci-dev.yml
index 018b6b45..ab7e84aa 100644
--- a/.github/workflows/ci-dev.yml
+++ b/.github/workflows/ci-dev.yml
@@ -48,8 +48,8 @@ jobs:
         with:
           platforms: ${{ env.BUILD_PLATFORMS }}
           push: true
-          cache-from: type=registry,ref=ghcr.io/cheyilin/wrk:dev
-          cache-to: type=registry,ref=ghcr.io/cheyilin/wrk:dev,mode=max
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
           labels: ${{ steps.meta.outputs.labels }}
           tags: |
             ${{ steps.meta.outputs.tags }}