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- Introduced logging functionality in cli.py, run_agent.py, scheduler.py, and various tool modules to replace print statements with structured logging. - Enhanced error handling and informational messages to improve debugging and monitoring capabilities. - Ensured consistent logging practices across the codebase, facilitating better traceability and maintenance.