The human review loop
- 01
Ask
The engineer describes a design task and its constraints.
- 02
Propose
An assistant prepares a candidate change or action.
- 03
Review & apply
A person inspects the proposal and controls its application.
- 04
Run & inspect
Tools execute the selected work; the engineer reviews results and limitations.
Engineering judgment stays visible
An assistant can help express a task and prepare actions, but a plausible proposal is not proof of a correct design. The engineer remains responsible for assumptions, setup, result interpretation and deciding whether further checks are required.
Before execution
Check the geometry, parameters and intended action.
After execution
Inspect results and compare against a suitable reference.
Local tools and external assistance
Solvers and design files stay on your machine. The language model is your choice: a local model keeps the conversation on the machine as well, while a cloud model receives the text of the conversation and the design context it needs. We do not claim that every workflow is local by default.
What to inspect in a demonstration
Ask us for a concrete task, the proposed action, the point where a person steps in, a solver result and a failure or limitation. We also show the list of tools the assistant can call.
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