shivaam commented on PR #64751:
URL: https://github.com/apache/airflow/pull/64751#issuecomment-4190477790

   This is in draft but a few thoughts on this: 
   
   1. Side effects in the encoder break the serialization contract
   Every other encoder in encoders.py is a pure object→dict transformation — no 
network calls, no database access. This PR makes encode_deadline_alert the only 
one that reaches out to external systems (Variable.get())
   This means serialization is no longer deterministic — the same DAG object 
produces different output depending on when you serialize it. It also means 
serialization can fail for reasons unrelated to encoding (Variable doesn't 
exist, API server timeout), surfacing as a confusing DAG parse failure.
   
   2. If a user changes the Variable in the UI, nothing happens until the DAG 
Processor re-parses the file on its next cycle. The re-parse is timer-based 
(min_file_process_interval), not triggered by the Variable change — so the 
delay is unpredictable and there's no feedback that it took effect.
   
   @ferruzzi has recommended in the original issue to handle this when the 
deadline is calculated. 


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