JeremyXin commented on PR #12169:
URL: https://github.com/apache/seatunnel/pull/12169#issuecomment-5728638598

   @DanielLeens 
   
   Thanks for the follow-up review. We have addressed the remaining 
documentation and test suggestions:
   
   - Documented the cluster-level, homogeneous dynamic-slot assumption.
   - Documented that tag-filter mismatches are intentionally excluded from 
generic capacity-shortage statistics.
   - Added regression coverage distinguishing tag-filter mismatches from 
genuine capacity shortages.
   - Updated ScalingRecommendation.isValidAt() Javadoc to point callers to 
AutoscalerView#getLatestEvaluationRecord() for the current lifecycle state.
   
   The edge-triggered recommendation behavior and disabled periodic repeat 
remain unchanged to avoid duplicate downstream scaling actions.


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