A current gap in the AI agent market is memory.

Most assistants today don't have a way to compound what they've learned. Every interaction is a fresh start, regardless of how many hours a user has spent with them.

Hermes Agent, released by Nous Research in February 2026, is built around the opposite principle: an agent that gets more capable over time.

It is already ranked #1 on OpenRouter, with 40+ built-in tools and support for 20+ LLM providers.

DWF Ventures investigates the architecture and what it means for the agent landscape here.