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Why We Bet on the ESP32: Custom Sensor Packing, Rapid Prototyping, and Field OTA Updates

by davidcrilly | Oct 15, 2026 | Hardware, Prototyping, Smart Care

When you start designing a non-intrusive ambient monitoring system for senior care, your first instinct as a technologist is to look at the commercial consumer market. You go online and look at off-the-shelf Zigbee, Z-Wave, and Tuya sensors. And very quickly, you run...

Going Legit: Why We Formed Stag Node LLC (and Fell Down the InvenTree Rabbit Hole)

by davidcrilly | Sep 18, 2026 | Business, Founder Story, Operations

Yesterday, September 17, 2026, an official piece of paper from the Oklahoma Secretary of State landed in my inbox: STAG NODE LLC is officially a recognized, registered domestic entity. For months, StagNode existed as a loosely organized amalgamation of homelab...

Privacy First: Why the Sovereign Edge Is the Only Way to Monitor a Home

by davidcrilly | Sep 2, 2026 | Architecture, Privacy, Smart Care

If you walk down the smart home aisle of any electronics store or browse the current crop of senior safety products, you will notice an unsettling pattern: almost every single solution relies on eyes, ears, and someone else’s computer. Want to know if your aging...

Applied Math in the Living Room: Spotting Health Declines Through Time-Series, Not Cameras

by davidcrilly | Aug 26, 2026 | Data Science, Hardware, Smart Care

I have a confession about how my brain works: I cannot look at the physical world without seeing sequences and mathematical series. I completed all the classwork for a Master’s degree in Applied and Computational Mathematics (short of the thesis—a classic ADHD...

The Unspoken Worry: Why We Are Building StagNode for Aging-in-Place

by davidcrilly | Aug 14, 2026 | Family, Founder Story, Smart Care

If you have parents or in-laws in their late 70s or 80s, you already know the knot in the pit of your stomach that I’m talking about. It’s the silent background anxiety that hums along under every phone call. You ask how they’re doing. They tell you they’re fine. They...
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Recent Posts

  • Why We Bet on the ESP32: Custom Sensor Packing, Rapid Prototyping, and Field OTA Updates
  • Going Legit: Why We Formed Stag Node LLC (and Fell Down the InvenTree Rabbit Hole)
  • Privacy First: Why the Sovereign Edge Is the Only Way to Monitor a Home
  • Applied Math in the Living Room: Spotting Health Declines Through Time-Series, Not Cameras
  • The Unspoken Worry: Why We Are Building StagNode for Aging-in-Place

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