zxs1633079383 commented on PR #870:
URL: https://github.com/apache/flink-agents/pull/870#issuecomment-4902372656

   Hi @weiqingy, just a gentle follow-up when you have a chance.
   
   I updated this PR in `e023346` to address the root correctness issue from 
your inline review:
   
   - Removed the Java `ThreadLocal` and Python `ContextVar` token-usage side 
channel.
   - Added a result-plus-usage path for embeddings while keeping the existing 
public `embed(...)` return types unchanged.
   - Moved metric recording to setup after a successful returned result.
   - Added regression coverage for provider-failure-then-success and Bedrock 
batch usage aggregation.
   
   The PR is currently clean and all checks are green. If you still see any 
correctness/API concerns, I am happy to iterate; otherwise I would appreciate 
another review when convenient. Thanks again for the detailed review.
   


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