hkc-8010 commented on issue #65011:
URL: https://github.com/apache/airflow/issues/65011#issuecomment-4259708460

   Thanks @amoghrajesh — I checked the backend logs and source against the 
heartbeat-timeout theory.
   
   What I found:
   
   - In source, the scheduler heartbeat-timeout path logs `Detected a task 
instance without a heartbeat` and sends a callback with `xcom_keys_to_clear=[]`.
   - I searched the scheduler log windows for both failing cases and did not 
find hits for:
     - `Detected a task instance without a heartbeat`
     - `without a heartbeat`
     - `heartbeat timeout`
   
   For the non-deferrable repro `manual__2026-04-10T15:34:19.499833+00:00`, 
backend worker logs show exactly one `Executing workload in Celery` for each 
try:
   - try 1 at `2026-04-10T15:34:20.517Z`
   - try 2 at `2026-04-10T15:41:59.603Z`
   
   Both were on the same worker host, and I did not find an extra hidden 
earlier execution, revoke/adopt, or heartbeat-timeout signal in between.
   
   So this weakens the theory that the scheduler killed a prior execution for 
missing heartbeat while the old worker was still alive and committing XComs. I 
can’t prove that path is impossible, but I do not currently have backend 
evidence supporting it.
   
   What still seems true:
   
   - if `ti.next_method` is set, the execution API intentionally skips XCom 
cleanup
   - but that alone still does not explain the duplicate `return_value` on the 
first resumed leg of try 1 after a successful trigger completion
   - and it also does not explain the non-deferrable try-1 
`glue_job_run_details` `409`
   
   So the stronger remaining bucket still looks like a stale-row / 
hidden-writer / XCom lifecycle gap outside the specific heartbeat-timeout path.


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