Hands-free AI help at the workbench

How engineers who split their day between the bench and the keyboard could keep their AI coding sessions moving.

Engineering teamsIllustrative story
Illustration of a phone voice assistant answering a question about a build

The story

Mei's team builds test equipment. Their AI coding sessions do great work, but they stall whenever an engineer is away at the bench with a soldering iron in hand.

Voice check-ins let anyone ask "how's it going?" from across the room and hear a short answer. A shared workspace means the whole team can look at what changed together afterwards.

Fewer stalled sessions, and a lot less walking back and forth.

What it makes possible

  • Check progress by voice from anywhere on site
  • Fewer stalled sessions
  • Changes reviewed together
  • Runs on machines the team owns

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