[FLINK-30963][ci] Streamline binary URL configuration
diff --git a/.github/workflows/push_pr.yml b/.github/workflows/push_pr.yml
index e5d6b2a..e1ba2d4 100644
--- a/.github/workflows/push_pr.yml
+++ b/.github/workflows/push_pr.yml
@@ -26,5 +26,3 @@
     uses: apache/flink-connector-shared-utils/.github/workflows/ci.yml@ci_utils
     with:
       flink_version: 1.16.0
-      flink_url: https://dist.apache.org/repos/dist/release/flink/flink-1.16.0/flink-1.16.0-bin-scala_2.12.tgz
-      cache_flink_binary: true
diff --git a/.github/workflows/weekly.yml b/.github/workflows/weekly.yml
index 619183f..e20bf15 100644
--- a/.github/workflows/weekly.yml
+++ b/.github/workflows/weekly.yml
@@ -29,5 +29,3 @@
     uses: apache/flink-connector-shared-utils/.github/workflows/ci.yml@ci_utils
     with:
       flink_version: ${{ matrix.flink }}
-      flink_url: https://s3.amazonaws.com/flink-nightly/flink-${{ matrix.flink }}-bin-scala_2.12.tgz
-      cache_flink_binary: false