Worked on a comprehensive overhaul of the context grounding command-line interface in the UiPath/uipath-python repository, focusing on enhancing usability and developer productivity. The project introduced named command options, support for ephemeral indexes, and more intuitive command structures, all designed to streamline automation workflows and accelerate experiment cycles. Leveraging Python, the work incorporated asynchronous programming techniques and robust error handling to improve throughput and reliability. The enhancements prioritized user experience and extensibility, resulting in a more flexible and efficient CLI tool. No major bugs were addressed during this period, with efforts concentrated on delivering new features and architectural improvements.