Hermes Agent
The assistant that gets better every week — and whose learning is yours.
- Built-in memory + learning loop
- Data on your server (exportable)
- Native migration from Open Claw
Managed plan · no lock-in
Get my Hermes Hermes · under the hood
How Hermes learns for real
“Learns from you” is not a slogan — it is architecture: memory that stores + a loop that adjusts.
TL;DR
Hermes combines memory (storing facts, contexts and preferences) with the learning loop (adjusting behavior based on what it stored): it observes corrections, requested formats and recurring topics, and changes how it serves you. Speed it up by being explicit in the first days and correcting freely. Everything is stored on your server — reviewable, exportable, deletable.
Storing vs evolving (the difference that matters)
Almost every AI with "memory" does the basics: it notes what you said. Hermes closes the loop: memory feeds a behavior adjustment. If you always correct long answers into short ones, it shortens. If your summary requests ask for bullet points, it adopts bullet points. If one project dominates your conversations, it starts assuming that context.
The compound effect shows after weeks of use: the generic assistant of day 1 becomes your assistant — and that is the advantage no shortcut replicates, because it is built with YOUR usage.
Your memory, your rules
An agent that learns accumulates a faithful portrait of who you are. That is why self-hosted Hermes stores everything on your server — on Rollin Host, with your data under your control. You review what it knows, export whenever you want and delete what should not stay.
Compared with closed cloud assistants: there, the portrait lives with the vendor, under their terms. Here, the relationship is inverted — the learning belongs to you. Migrating? Take it with you (including coming from Open Claw, with native migration).
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Frequently asked questions
How does Hermes learn from use?
Through the built-in learning loop: the agent observes interactions — what you correct, the format you ask for, recurring topics, the tone you prefer — and adjusts how it serves you. It is different from just storing: it changes behavior based on what it stores.
Are memory and learning the same thing?
No. Memory is the file (facts, contexts, stated preferences). Learning is the adjustment (how it uses that file to answer you better). Hermes has both; most assistants have only the first — or neither.
Can I speed up the learning?
Yes, by being explicit in the first days: introduce yourself, describe your projects, say the format you prefer and correct without ceremony. Every correction is a training signal. After 1-2 weeks of real use the difference shows.
Where is the memory stored? Can I delete it?
On YOUR server (self-hosted on Rollin Host). You can review, export and delete — the memory is yours, not the vendor’s. No lock-in.
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