Subham-KRLX commented on issue #65125:
URL: https://github.com/apache/airflow/issues/65125#issuecomment-4243049450

   Transitioning to nullable logical_date (AIP 39) broke the scheduler auto 
pausing logic because sorting by a nullable column is non deterministic in 
Airflow 3. In Airflow 2 mandatory dates ensured stable results but now manual 
runs with NULL dates pollute the failure count unpredictably to restore the 
feature intent we should switch to the stable run_after anchor and isolate the 
count to automated runs like SCHEDULED and BACKFILL this prevents manual test 
failures from causing non deterministic production interruptions which is a new 
risk introduced by the AF3 data model.


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