RockteMQ-AI commented on issue #10949:
URL: https://github.com/apache/rocketmq/issues/10949#issuecomment-5394917667

   **Issue Evaluation**
   
   Category: `enhancement` | Status: **Evaluated**
   
   **Feasibility:** Feasible
   **Scope:** Pop consumer, offset management, Broker pop-invisible/ack pipeline
   **Compatibility:** Requires careful backward compatibility with existing 
client versions that still rely on polling-based offset convergence.
   
   Well-motivated enhancement. Moving pop consumer offset convergence to a 
background server-side task reduces unnecessary polling traffic and improves 
offset accuracy. The proposed approach of periodic background merging aligns 
with the existing pop architecture.
   
   Key considerations:
   - The background merge interval should be configurable and have sensible 
defaults.
   - Clients that rely on immediate offset visibility (e.g., for monitoring) 
need a migration path.
   - Consider adding a server-side API to trigger on-demand convergence for 
operational use cases.
   
   ---
   *Automated evaluation by github-manager*


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