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 tool provides a structured approach to building long-term agentic workflows for NousResearch users.