HsbcJone commented on issue #1064:
URL: https://github.com/apache/flink-agents/issues/1064#issuecomment-6633293605

   Hi maintainers — I'd like to take this if it is still wanted.
   
   Plan: start with a small data-driven fixture set (tool call, structured 
output, error path, one recovery-after-restart case), run each fixture against 
both Java and Python runtimes, and fail CI on observable outcome drift. Keep 
the first PR narrowly scoped so it can grow later.
   
   Per CONTRIBUTING, could a committer confirm this direction before I open a 
PR? Happy to proceed once there is committer support.


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