DanielLeens commented on issue #11663:
URL: https://github.com/apache/seatunnel/issues/11663#issuecomment-5541737290

   Thanks @CryoThrust. The recommendation-versus-actuation boundary is the 
right way to keep the first slice reviewable. I checked current dev and the 
open PR set: there is still no built-in AutoScaler or active autoscaling 
implementation, so this umbrella should remain design-first.
   
   Please use #12087 as the formal phased STIP and keep this issue as the 
umbrella. The STIP now needs to make the active-master fencing token, 
recommendation generation, sample freshness and time-window semantics, 
stale/duplicate rejection, and scale-in drain dependency explicit. Phase 1 
should publish idempotent recommendations only and must not alter membership or 
running-job topology. Implementation should begin only after those contracts 
and handover/restart tests are agreed.


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