Tue, 3 Nov 2026 · LagosFollow @MoonRepublic_io

OpenAI says its AI designed a gadget in under a week

OpenAI says GPT-6 Astra handled design, circuit layout and firmware for a device that talks to its Codex coding agent, according to The Decoder.

Photo: Ron Lach / Pexels

The facts

  • According to The Decoder, OpenAI's hardware team used GPT-6 Astra to design a device for talking to the Codex coding agent, as a side project finished in under a week.
  • OpenAI says Astra covered enclosure design, PCB layout, component selection, trace routing, firmware and the user interface.
  • A contract manufacturer made a small batch of prototypes in under a month, but several revision rounds were needed because Astra missed manufacturing constraints, tolerances and assembly details.
  • OpenAI says an unnamed internal model scores 0.875 on BenchCAD 2.0, against 0.594 for GPT-6 Astra at its highest reasoning level, and token usage in its hardware teams is up 23x since February.

Case notes · Danny's take

Why it matters

This is OpenAI describing its own product, so treat it as a claim, not a verified result. Still, the detail worth noticing is the admission: the prototypes needed several revisions because the model ignored real-world manufacturing limits. Software mistakes are cheap to fix. Physical ones cost weeks and money. The gap between a design on screen and a part that can be built is where AI hardware work will be tested.

For builders

Hardware teams can already use models for CAD, drawings and simulations, but you still need people who know tolerances and assembly. Check any benchmark claim against what the model does on your own parts. The unnamed internal model has no public details, so don't plan around it.

Not financial advice. Do your own investigation.

Original reporting
The Decoder
Read the full story

This story was summarised with AI from The Decoder's reporting and checked against our editorial policy. Danny's take reflects his views. Disclaimer.

Danny Walter

Founder of Moon Republic, Volt Terminal and Moon Republic Academy. Author of The Market Is a Crime Scene and After the Applause.

Follow @AjeboDanny