Worked on backend development for the NVIDIA/garak repository, focusing on improving the reliability of telemetry and logging in the TreeSearchProbe component. Addressed a bug that caused duplicate status entries in report files by removing redundant write operations, ensuring that each probe attempt was logged accurately and consistently with the harness logic. This Python-based fix reduced log noise and confusion between different status codes, streamlining the debugging process and enhancing observability across probe runs. The change was narrowly scoped, maintaining code clarity and traceability, and demonstrated careful attention to backend system integrity and the nuances of Python-based logging workflows.