atiaomar1978-hub commented on PR #25228:
URL: https://github.com/apache/camel/pull/25228#issuecomment-5120491053

   _AI-generated comment on behalf of atiaomar1978-hub_
   
   Follow-up commit `16b9389254f` addresses Bugbot/Grok review:
   
   - **Registry safety:** `LangChain4jAgentProducer` now builds agents from 
`AgentConfiguration.duplicate()` so the managed concurrent-tool executor is 
attached only to the producer-owned copy, not shared `#agentConfiguration` 
beans.
   - **Tests:** Added `duplicate()` coverage and a context stop/restart 
regression for the managed-executor path.
   
   Re-ran `LangChain4jAgentExecuteToolsConcurrentlyTest` + 
`AgentConfigurationTest` — green.


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