The hermes-agent repository introduces a framework designed for evolving AI agents. It focuses on persistent memory and adaptive learning to improve task execution over time. Developers can now implement agents that refine their behavior based on user interaction. This incremental update provides a cleaner starting point for building autonomous, long-term personal assistants.