atul-astronomer opened a new issue, #53912:
URL: https://github.com/apache/airflow/issues/53912

   ### Apache Airflow version
   
   main (development)
   
   ### If "Other Airflow 2 version" selected, which one?
   
   _No response_
   
   ### What happened?
   
   When we have scheduled dagruns created using is_paused_upon_creation, then 
task logs are getting repeated
   
   <img width="1305" height="662" alt="Image" 
src="https://github.com/user-attachments/assets/5252e93b-a0bf-45cd-9c16-ffacef375a78";
 />
   
   Another example:
   
   <img width="1511" height="703" alt="Image" 
src="https://github.com/user-attachments/assets/77092739-f281-46a5-b8d4-928244cbe1dc";
 />
   
   ### What you think should happen instead?
   
   _No response_
   
   ### How to reproduce
   
   Run the below dag on main latest and see the logs behaviour:
   
   ```python
   import datetime
   
   from airflow.providers.standard.operators.bash import BashOperator
   from airflow.sdk import DAG
   
   dag = DAG(
       'test_api_dag',
       start_date=datetime.datetime(2025, 7,1),
       schedule='@daily',
       is_paused_upon_creation=False,
       catchup=True,
   )
   
   hello_task = BashOperator(
       task_id='test_task4',
       bash_command='echo "Hello World from Airflow!"',
       do_xcom_push = True,
       dag=dag,
   )
   
   bye_task = BashOperator(
       task_id='test_task3',
       bash_command='echo "Bye World from Airflow!"',
       do_xcom_push = True,
       dag=dag,
   )
   
   hello_task >> bye_task
   
   ``` 
   
   ### Operating System
   
   Linux
   
   ### Versions of Apache Airflow Providers
   
   _No response_
   
   ### Deployment
   
   Other
   
   ### Deployment details
   
   _No response_
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [ ] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
   


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