diff --git a/airflow-core/src/airflow/utils/serve_logs/core.py b/airflow-core/src/airflow/utils/serve_logs/core.py
index c7d15f0d24009..8adf2de4ae799 100644
--- a/airflow-core/src/airflow/utils/serve_logs/core.py
+++ b/airflow-core/src/airflow/utils/serve_logs/core.py
@@ -54,11 +54,11 @@ def serve_logs(port=None):
     logger.info("Starting log server on %s", serve_log_uri)
 
     # Use uvicorn directly for ASGI applications
-    uvicorn.run("airflow.utils.serve_logs.log_server:app", host=host, port=port, workers=2, log_level="info")
     # Note: if we want to use more than 1 workers, we **can't** use the instance of FastAPI directly
-    # This is way we split the instantiation of log server to a separate module
+    # This is why we split the instantiation of log server to a separate module
     #
     # https://github.com/encode/uvicorn/blob/374bb6764e8d7f34abab0746857db5e3d68ecfdd/docs/deployment/index.md?plain=1#L50-L63
+    uvicorn.run("airflow.utils.serve_logs.log_server:app", host=host, port=port, workers=1, log_level="info")
 
 
 if __name__ == "__main__":