Most AI agents forget the useful stuff the moment a session ends. But when Claude Code and Hermes share the same memory layer, you can build something much more interesting: an AI system that keeps running, remembers corrections, learns from failures, and gets better over time.

In this episode, we break down the builder–operator setup behind a practical self-improving AI agent. Claude Code handles the heavy building and upgrades. Hermes keeps the workflows alive in the background. Shared AI memory connects both sides so context, decisions, and lessons don’t disappear between sessions.

We’ll talk about:

• Claude Code Builds, Hermes Operates: Why Claude Code is better for creating and upgrading the system, while Hermes is better suited to runni ...