RockteMQ-AI commented on issue #10936:
URL: https://github.com/apache/rocketmq/issues/10936#issuecomment-5394937187

   **Issue Evaluation**
   
   Category: `enhancement` | Status: **Evaluated**
   
   **Feasibility:** Feasible
   **Scope:** Message encoding pipeline (batch send path)
   **Compatibility:** Non-breaking — internal optimization with no API changes.
   
   Excellent analysis with benchmarks. The current batch encoding path 
allocates a temporary full-message buffer per message, then copies it into the 
final batch buffer. Writing directly into the target buffer eliminates 
redundant allocations and copies.
   
   The benchmark data (reduced GC pressure, improved throughput under high 
batch sizes) clearly demonstrates the benefit. The proposed approach of using 
`MessageExtEncoder` to write directly into the batch `ByteBuffer` is sound.
   
   ---
   *Automated evaluation by github-manager*


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