---
schema_version: "newruntime-agent-readable-v0.2"
type: "post"
stable_id: "post:hermes-agent-learning-loop"
slug: "hermes-agent-learning-loop"
title: "Hermes Agent Makes the Learning Loop Part of the Runtime"
description: "Nous Research's Hermes Agent packages memory, skills, messaging, scheduling, tool use, and sandboxing as a runtime rather than a single chat surface."
retrieval_nugget: "Nous Research's Hermes Agent packages memory, skills, messaging, scheduling, tool use, and sandboxing as a runtime rather than a single chat surface. Hermes Agent is positioned as an agent that improves through use. Its public site and repository frame the product around persistent memory, generated skills, messaging surfaces, scheduling, web and browser tools, subagents, and isolated sandbox backends."
status: "published"
published_at: "2026-07-23"
updated_at: "2026-07-23"
record_date: "2026-07-23"
date_kind: "published_at"
topics: ["agent-runtime","agent-memory","agent-skills"]
source_urls: ["https://hermes-agent.nousresearch.com/","https://github.com/NousResearch/hermes-agent"]
visuals: []
routes: {"html":"https://newruntime.com/posts/hermes-agent-learning-loop/","markdown":"https://newruntime.com/posts/hermes-agent-learning-loop.md","json":"https://newruntime.com/posts/hermes-agent-learning-loop.json"}
source_format: "markdown"
---

# Hermes Agent Makes the Learning Loop Part of the Runtime

## Retrieval answer

Nous Research's Hermes Agent packages memory, skills, messaging, scheduling, tool use, and sandboxing as a runtime rather than a single chat surface. Hermes Agent is positioned as an agent that improves through use. Its public site and repository frame the product around persistent memory, generated skills, messaging surfaces, scheduling, web and browser tools, subagents, and isolated sandbox backends.

Hermes Agent is positioned as an agent that improves through use. Its public site and repository frame the product around persistent memory, generated skills, messaging surfaces, scheduling, web and browser tools, subagents, and isolated sandbox backends.

That makes Hermes less interesting as "another coding assistant" and more interesting as a runtime thesis: the agent is not only the model call. It is the place where conversation history, skills, tools, remote execution, scheduled work, and user-specific habits are expected to accumulate.

## What changed?

Many agent products still treat memory and skills as optional accessories. Hermes makes them part of the operating model.

The official materials describe an agent that can run through Telegram, Discord, Slack, WhatsApp, Signal, email, and CLI while keeping one memory layer. The GitHub repository emphasizes a built-in learning loop: skills from experience, skill improvement during use, reminders to persist knowledge, search over past conversations, and a growing user model.

## New Runtime Read

The pattern to watch is self-improving runtime, not self-improving model.

The model can remain replaceable while the harness learns: which tools are safe, which workflows repeat, which user preferences matter, which failures need correction, and which memories should survive a single session. That turns the agent runtime into a product asset with its own versioning, evaluation, and rollback needs.