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Hermes Agent: the self-learning AI agent that gets better the more you use it

Hermes Agent by Nous Research

Anyone who has followed technology news over the past year will have noticed a shift: AI has gone from answering questions to performing work. So-called agents books meetings, finds information, writes code and keeps the inbox tidy — in the apps where the work already happens. In February 2026, the research lab released Nous Research Your contribution to that wave: Hermes Agent — an open, self-hosted agent that stands out at a crucial point. It learns.

An agent who actually remembers

Most AI assistants forget everything as soon as the conversation ends. Hermes Agent does the opposite. It has persistent memory and a built-in learning loop: the agent continuously curates its own notes, summarises the important points, and picks up the thread between sessions. Nous Research calls it ”the only agent with a built-in learning loop”, and the point is simple – the longer you use it, the more it knows about how you specifically work.

A gateway, not another chatbot

The second thing that sets Hermes Agent apart from the crowd is its reach. Instead of living in a single app, it functions as a gateway mot fler än 20 kanaler — Telegram, Slack, Teams, Discord, Signal, WhatsApp, Matrix, e-post och fler — från en och samma punkt. Den kan kopplas till externa verktyg via MCP-servrar, kommer med över 60 inbyggda funktioner och kan till och med bygga nya färdigheter på egen hand under drift.

Built to run at your place

For those of us who care about privacy, this is the really interesting part: Hermes Agent is open source and runs on your own infrastructure – locally, in a Docker container, over SSH or serverlessly. Nothing needs to leave your environment, and you choose which language model powers the agent. This is in stark contrast to cloud services where your data is the payment itself.

Where a personal agent stops, Hermes takes over

We have for some time offered installation of OpenClaw, an excellent entry into the agent world for individuals and smaller setups. Hermes Agent targets the next step: businesses and organisations that need reliable operation, shared memory, and multiple channels from a gateway. Think of it as the difference between a personal assistant and a platform that the entire team can lean on.

We install and manage operations

Setting up an agent correctly — with the right access, the right limits, and stable operation — is not trivial. That's where we come in. Teuton Systems offers implementation, configuration, and ongoing operation of the Hermes Agent, on your own server and with Swedish support. Do you want to know if a self-hosted agent is suitable for your business? Get in touch for a free needs analysis.

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