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Architecture3 min read

System design for physical AI: a port digital twin that buys no hardware and owns every record

This is the engineering summary of an open reference architecture. The paper, its object model as JSON and the model register are free to reuse under CC BY 4.0: https://codeatoms.ai/port-digital-twin-us/. The operator is described by class, never by name.

By Umar BilalDev.to AI
System design for physical AI: a port digital twin that buys no hardware and owns every record

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Originally published by Dev.to AI on Oct 7, 2026.

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