subhash-0000 commented on issue #61175:
URL: https://github.com/apache/airflow/issues/61175#issuecomment-3823462690

   Thanks for clarifying, @amirhalatzi.
   
   I’ve opened PR #61257 which updates the advanced logging documentation to 
reflect the Airflow 3.x migration to `structlog`.
   
   The PR:
   - Removes and clearly marks legacy `DEFAULT_LOGGING_CONFIG` / `dictConfig` 
examples as Airflow 2.x–only
   - Documents the recommended and future-proof way to enable JSON console 
logging via
     `AIRFLOW__LOGGING__JSON_FORMAT=True`
   - Adds an example of structlog-based configuration for users who need deeper 
customization
   
   This should address the confusion around configuring JSON logs in Airflow 
3.x without relying on legacy patterns.
   
   Happy to adjust based on feedback.
   


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