Developed and delivered the Tool Interaction History Tracking feature for the Shubhamsaboo/adk-python repository, focusing on enhancing the Evaluation Framework’s traceability and auditability. This work involved extending the IntermediateData class in Python to include a new field for chronologically storing tool responses, thereby supporting reproducibility of evaluation results. The implementation emphasized robust data modeling and maintainability, with all changes tracked through disciplined version control practices. No major bugs were addressed during this period, as efforts centered on feature development and improving the underlying data structures. The project showcased skills in Python software development and thoughtful approach to framework extensibility.