This is a submission for the Hermes Agent Challenge: Write About Hermes Agent

Hermes Agent Gets Smarter Every Day. So Does the Bill.

Most write-ups about Hermes Agent tell you the same true thing: it's a self-improving, self-hosted agent that learns across sessions and gets better the longer it runs. That's accurate. It's also the easy half of the story.

The half almost nobody writes is this: a system that compounds capability compounds everything else too — cost, drift, and the size of the trust you've extended it. Self-improvement is not a free upgrade that arrives while you sleep. It's a loan. The agent draws down capability now and bills you later in tokens you didn't predict, skills you didn't review, and code running on your server that you didn't write.

I want to give that second half an honest, engineering treatment — the kind I'd want before putting an autonomous agent on a box I own. If you're new to agents, the first two sections bring you up to speed in plain language. If you've already deployed a few, skip to "The liability side," which is where the interesting, under-discussed problems live.