Memory you can actually open and read
You can open the folder where Hermes keeps what it knows—no brain, no single hidden database. You'll find ordinary files: plain-text memory files you can inspect, skill files the agent reuses, and a searchable record of past sessions.
Watch one task improve across three runs
You take the work you redo most—say the monthly expense report—and hand it over once: pull the receipts, sort them into the categories your finance team actually uses, flag anything over the approval limit, and write a one-paragraph summary for your manager.
Organizing research, and three more core workflows
You can teach the agent a single project, then apply it to the four kinds of work that cover most jobs: finding and organizing information, producing and revising documents, tracking what's owed and to whom, and running the small recurring errands that eat your attention.
Where things actually go wrong
You'll see how an agent that learned your work can confidently act on something that's no longer true. If three months ago you told Hermes your main client was a fintech startup and that you preferred terse, bullet-point status updates, it keeps applying that until you correct it.