diff --git a/task-sdk/src/airflow/sdk/api/client.py b/task-sdk/src/airflow/sdk/api/client.py
index 0a3de02894150..d307fca0f3527 100644
--- a/task-sdk/src/airflow/sdk/api/client.py
+++ b/task-sdk/src/airflow/sdk/api/client.py
@@ -366,7 +366,7 @@ def get(self, conn_id: str) -> ConnectionResponse | ErrorResponse:
             resp = self.client.get(f"connections/{conn_id}")
         except ServerResponseError as e:
             if e.response.status_code == HTTPStatus.NOT_FOUND:
-                log.error(
+                log.debug(
                     "Connection not found",
                     conn_id=conn_id,
                     detail=e.detail,