XL-Zhao-23 commented on PR #518:
URL: https://github.com/apache/flink-agents/pull/518#issuecomment-3875979608

   Thanks for the suggestion! 
   Python tests now support configurable log levels: CI runs output INFO logs 
(via LOG_LEVEL: INFO in .github/workflows/ci.yml) while local runs remain quiet 
by default (CRITICAL), configurable with export LOG_LEVEL=INFO. 
   The tools/ut.sh script passes this to pytest via -o log_cli=true -o 
log_cli_level=${LOG_LEVEL:-CRITICAL}, keeping behavior consistent with Java 
tests and avoiding pyproject.toml schema issues.


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