vatsrahul1001 opened a new pull request, #70810:
URL: https://github.com/apache/airflow/pull/70810

   Backport of #69607 to `v3-3-test`. Clean `git cherry-pick -x`. Formalizes 
the `ResumableJobMixin` contract (abstract base + `@abstractmethod`) in the 
Task SDK. Backport confirmed with the change owner.
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code (Opus 4.8)
   
   Generated-by: Claude Code (Opus 4.8) following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
 — clean cherry-pick backport.


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