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- Remove unused imports (json, re) - Add validation for reasoning_interval parameter - Use deque for tools_used to prevent memory leaks - Add type hints to all new methods - Refactor adaptive reasoning logic for better readability - Centralize event handling logic - Expand test coverage with parametrized tests Co-Authored-By: Joe Moura <joao@crewai.com>