JeremyXin commented on issue #12087:
URL: https://github.com/apache/seatunnel/issues/12087#issuecomment-5559735814

   @DanielLeens Following the STIP design, my initial intent was to implement 
Phase 1 as the complete first-stage advisory-only milestone in
     #12140, rather than only the internal contract/policy slice.
   
     The PR includes the server-local autoscaler model and policy, 
active-master lifecycle integration, disabled-by-default
     configuration, worker signal reporting, and read-only REST/Prometheus 
projections backed by the same tested recommendation model.
     It still does not invoke any actuator, mutate worker capacity, drain 
workers, or rescale running jobs.
   
     I think #12140 can be reviewed as the complete Phase 1 implementation, and 
I would appreciate your review against the Phase 1
     requirements defined in the STIP.


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