During August 2024, work focused on enhancing agent lifecycle management within the deepflowio/deepflow repository. The developer delivered a new gRPC function in agent.proto, enabling more robust agent management and streamlined data retrieval. This feature was integrated with updated CLI commands, allowing users to interact more efficiently with agent workflows. By connecting gRPC and CLI components, the solution improved operational cohesion for backend processes. The implementation leveraged Go for backend and CLI development, utilizing Protocol Buffers and gRPC to ensure efficient communication and extensibility. The work addressed workflow efficiency and maintainability, laying groundwork for future agent management enhancements.