October 2025 monthly summary for gopidesupavan/airflow focusing on documentation accuracy for Livy integration. Updated the Livy connection string example to livy:// scheme to reflect the correct connection type, aligning docs with actual Livy usage and reducing misconfiguration risk.

September 2025 (2025-09) focused on stabilizing the Livy integration within Airflow by ensuring header transmission is robust and verifiable. The primary effort centered on a bug fix in LivyAsyncHook where extra_headers were not passed in API calls, along with introducing targeted tests to validate header propagation for batch state and log retrieval. The changes improve reliability, security posture, and developer confidence when using custom headers in API interactions.