The Hermes-Agent repository provides a framework for building evolving AI agents. It focuses on persistent memory and iterative growth to improve task execution over time. Developers can now deploy agents that refine their own workflows. This is an incremental step toward autonomous systems that learn from user interaction without constant manual prompting.