diff --git a/.github/workflows/build-docker-image.yml b/.github/workflows/build-docker-image.yml
index 9c53bbf252..5dfdce7972 100644
--- a/.github/workflows/build-docker-image.yml
+++ b/.github/workflows/build-docker-image.yml
@@ -83,9 +83,12 @@ jobs:
         if: steps.run_result.outputs.run_result != 'success'
         working-directory: "."
         run: |
+          set -o xtrace
           declare -a args
           if [[ "${{ inputs.pr }}" != 0 ]]; then
-            args+=(--cache-from "${{ vars.DOCKER_HUB_ORGANIZATION }}/appsmith-${{ vars.EDITION }}:release")
+            cache_image="${{ vars.DOCKER_HUB_ORGANIZATION }}/appsmith-${{ vars.EDITION }}:release"
+            args+=(--cache-from "$cache_image")
+            docker pull "$cache_image"
           fi
           if [[ "${{ inputs.pr }}" != 0 || "${{ github.ref_name }}" != master ]]; then
             args+=(--build-arg "APPSMITH_CLOUD_SERVICES_BASE_URL=https://release-cs.appsmith.com")