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  <title>ARG Insights</title>
  <subtitle>Notes on building and shipping real hardware, from Automation Research Group.</subtitle>
  <link href="https://www.automationresearchgroup.com/feed.xml" rel="self"/>
  <link href="https://www.automationresearchgroup.com/insights/"/>
  <id>https://www.automationresearchgroup.com/insights/</id>
  <updated>2026-08-27T15:00:00.000Z</updated>
  <author><name>Automation Research Group</name><email>info@automationresearchgroup.com</email></author>
  <entry>
    <title>What AI-Augmented Engineering Actually Looks Like Here</title>
    <link href="https://www.automationresearchgroup.com/insights/what-ai-augmented-engineering-looks-like/"/>
    <id>https://www.automationresearchgroup.com/insights/what-ai-augmented-engineering-looks-like/</id>
    <published>2026-08-27T15:00:00.000Z</published>
    <updated>2026-08-27T15:00:00.000Z</updated><author><name>Madhu Annapragada</name></author>
    <summary>Everyone says they use AI now. Here&#39;s the concrete version — where agents actually sit in how we design, build, and ship hardware, three years in.</summary>
  </entry>
  <entry>
    <title>The Age of the AI-Augmented Generalist</title>
    <link href="https://www.automationresearchgroup.com/insights/age-of-the-ai-augmented-generalist/"/>
    <id>https://www.automationresearchgroup.com/insights/age-of-the-ai-augmented-generalist/</id>
    <published>2026-08-27T00:00:00.000Z</published>
    <updated>2026-08-27T00:00:00.000Z</updated><author><name>Madhu Annapragada</name></author>
    <summary>After twenty-two years as a design consultancy, ARG now runs as a full ODM. Here&#39;s what changed — and why I think the knowledge silo is dissolving.</summary>
  </entry>
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