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Allen Davis

Allen Davis

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The Veteran Building AI Agents Never Lost the Signal

8 min readAug 22, 2026
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I spent two and a half years as a 25U Signal Support Systems Specialist in the U.S. Army. That is the soldier who keeps radios, satellite terminals, and battlefield networks talking to each other when everything around them wants to go quiet. A veteran building AI agents today is doing the same job with a different toolkit. In plain terms, that means taking the discipline of maintaining live communication under pressure and applying it to software that has to keep working without someone babysitting it every hour.

I deployed to Iraq from November 2007 to December 2008 with the 94th Brigade Support Battalion, Company B, 4th Brigade Combat Team, 10th Mountain Division. I separated as a PFC, pay grade E-3, and I carry the Combat Action Badge from that deployment. None of that makes me special. What it gave me was a habit I never lost: when a system goes silent, you do not wait around and hope it fixes itself. You find out exactly where the signal died, and you fix that link.

Key Takeaways

  • A 25U Signal Support Systems Specialist keeps military communications equipment and networks running under pressure, and that same discipline transfers directly to building reliable AI agents.
  • The SIGNAL Method, Scan, Instruct, Govern, Notify, Act, Log, is a six step framework for building…

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