CONTEXT
Why this comes up
UT reports an AI in a Box deployment for Wi-Fi module test automation. The box includes test assets and an execution agent. Confidential test execution and critical engineering data motivate keeping the processing local. Customer identity and the exact hardware have not been supplied for publication.
THE USEFUL LESSON
The relevant boundary is the engineering environment: model inference, agent actions, equipment interfaces, test inputs and logs. The public record can explain that boundary with synthetic examples while keeping customer test plans confidential.
ON YOUR MACHINE
What to record and test
- 01
Describe the workflow using a simulated device and synthetic test logs.
- 02
Record the exact local model, agent, allowed tool actions and equipment interfaces when the configuration can be shared.
- 03
Separate model inference time from physical test execution and waiting for equipment.
- 04
Check correctness, failed actions, recovery and required human interventions.
- 05
Document where inputs, generated actions, results and logs travel, including any outbound dependency.