Aman Gupta developed and integrated Levo AI Observability and Compliance Tracking for LLM applications within the BerriAI/litellm repository. His work focused on enabling automatic monitoring and analysis of API calls, enhancing both observability and compliance for large language model workflows. Using Python and JavaScript, Aman leveraged API integration and OpenTelemetry to provide real-time insights into system behavior and regulatory readiness. The feature addressed governance and risk reduction by laying the groundwork for future compliance tooling. No major bugs were reported during this period, reflecting a focused engineering effort on robust feature delivery and foundational improvements to the codebase.