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      <title>Embedded AI as a Service Technician</title>
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      <pubDate>Tue, 12 May 2026 08:00:00 +0000</pubDate>
      <description>Costly downtime and service tickets are among the biggest cost drivers in manufacturing. Together with our partner Grossenbacher Systeme, we show how embedded AI — combining small and large language models with agentic orchestration — makes a “virtual service technician” possible, running entirely locally on the edge controller.</description>
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      <title>The ForestHub Orchestration Platform Is Live</title>
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      <pubDate>Fri, 13 Mar 2026 08:00:00 +0000</pubDate>
      <description>Starting today, engineering teams can register for free at app.foresthub.ai. Visual workflow builder, Go-based engine in Docker, multi-LLM routing, industrial protocols first-party — inspectable, replayable, auditable, bounded by design.</description>
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      <title>We&apos;re Open-Sourcing boardsmith</title>
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      <pubDate>Thu, 12 Mar 2026 08:00:00 +0000</pubDate>
      <description>boardsmith turns text prompts into KiCad schematics, BOM, and firmware. Open source, works offline, 212 verified components. Now available under AGPL on GitHub.</description>
      <category>Engineering</category>
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      <title>Bridging Makers and Manufacturers: A New Path for Intelligent Hardware</title>
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      <pubDate>Sun, 01 Mar 2026 08:00:00 +0000</pubDate>
      <description>The maker in their garage and the industrial engineering team are solving the same problems. Why the path from prototype to product is shorter than ever — and how visual agent platforms bridge the gap.</description>
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      <title>ForestHub at Edge AI Summit 2026</title>
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      <pubDate>Fri, 20 Feb 2026 08:00:00 +0000</pubDate>
      <description>We&apos;re presenting our Orchestration Platform at the Edge AI Summit in San Diego. Meet our team and experience a live demo of visual agent development for embedded systems.</description>
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      <title>From Visual Workflow to Running Engine: ForestHub&apos;s Deployment Model</title>
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      <pubDate>Wed, 11 Feb 2026 08:00:00 +0000</pubDate>
      <description>How a workflow authored on the canvas reaches a Linux edge device. Three deployment paths, the bootstrap bundle, and why the engine interprets the graph at runtime instead of generating code per device.</description>
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      <title>Building Trust at the Edge: Why Local Intelligence Matters More Than Ever</title>
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      <pubDate>Wed, 21 Jan 2026 08:00:00 +0000</pubDate>
      <description>Cloud-centric AI forces trade-offs on privacy, autonomy, and control. Edge intelligence offers an alternative: local, resilient, transparent.</description>
      <category>Engineering</category>
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      <title>Why Deterministic Graphs Beat Emergent Loops in Industrial Control</title>
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      <pubDate>Wed, 14 Jan 2026 08:00:00 +0000</pubDate>
      <description>Loop-first agent frameworks make the LLM&apos;s loop the program. For industrial control, that&apos;s the wrong model. The graph-first inversion makes inspectability, replayability, audit, and bound an architectural property.</description>
      <category>Engineering</category>
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      <title>Why Industrial AI Agents Need Graph-First Orchestration</title>
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      <pubDate>Fri, 02 Jan 2026 08:00:00 +0000</pubDate>
      <description>The Edge AI conversation has moved past TinyML demos. The hard question is no longer &quot;can a model run on the device?&quot; but &quot;can the agent that uses it be inspected, replayed, audited, and bounded?&quot; That question demands a graph-first architecture.</description>
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