steveahnahn opened a new pull request, #61376:
URL: https://github.com/apache/airflow/pull/61376

   ## Summary
   Replace `list.pop(0)` with `deque.popleft()` in three hot‑path task 
traversal/queueing loops to avoid O(n^2) behavior.
   `list.pop(0)` is O(n) due to element shifting; repeated in loops it becomes 
O(n^2). `deque.popleft()` is O(1) and preserves ordering.
   
   ## Changes
   - `airflow-core/src/airflow/executors/base_executor.py`: use `deque` in 
`trigger_tasks()`
   - `airflow-core/src/airflow/serialization/definitions/taskgroup.py`: use 
`deque` in `iter_tasks()`
   - `task-sdk/src/airflow/sdk/definitions/taskgroup.py`: use `deque` in 
`iter_tasks()`
   
   


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