MemoryPilot: The Agent That Remembers, Chooses Tools, and Cuts Cloud Bills

Notes from the Agentic AI Summit 2025 discuss the progression of agent systems, indicating that while they are becoming practically useful, many hurdles remain, specifically in areas like memory retention and tool selection. A key focus is on managing and evaluating agents rather than scaling models. Attendees noted various frameworks and practices being explored for effective orchestration in multi-agent systems.