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Teach the safe architecture for a local computer-control relay: observe, propose, approve, act, audit. What the local Hermes build teaches This build lab focuses on the local relay that lets an agent help with desktop tasks without becoming an uncontrolled operator.
This build lab focuses on the local relay that lets an agent help with desktop tasks without becoming an uncontrolled operator. The goal is not to copy a private machine setup. The goal is to learn the architecture pattern well enough to build a small, classroom-safe version.
Computer-control agents need a relay that separates observation from action and requires approvals for risky clicks, typing, files, app launches, or shell commands.
| Hermes pattern | Student build | Risk to handle |
|---|---|---|
| Name the boundary | a control-flow diagram for screenshot, plan, approval, action, and audit logging | allowing a remote agent to click, type, or execute commands on a machine without rate limits, confirmations, or a kill switch |
| Keep the interface small | Start with one happy path and one failure path | Avoid a demo that only works when everything is perfect |
| Make the system observable | Log decisions, status, and errors in plain language | Do not log private data or secrets |
remote action loop:
observe: screenshot or app state
propose: model writes next action
classify: low, medium, high risk
approve: require human for medium/high
execute: relay runs one allowed action
audit: store action, reason, result
stop: kill switch always winsA classroom-safe skeleton inspired by the local Hermes architecture scan.The big idea: approval gate is not decoration. It is part of the product architecture students need before an agent becomes safe enough to use with real people.
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-hermes-remote-control-relay-creators
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