I spend a lot of my time thinking in two very different worlds: one where I'm elbow-deep in duck bedding, and one where I'm thinking in terms of uptime, data pipelines, and system architecture. Most days those worlds stay pretty separate. Today they collided, and honestly, it felt validating.
A joint report from Rabobank and the World Egg Organisation, covered recently by Food & Agribusiness, argues that the egg industry is entering a new era built on sensors, connectivity, computer vision, and AI-driven decision-making — not as a replacement for good stockmanship, but as the next layer on top of it. Reading it felt less like discovering a new idea and more like seeing a name put to something I've already been planning for The Dank Duckery.
Where I'm coming from
Before this farm, my background was in support, systems administration, and engineering. I've spent years thinking about monitoring, alerting, and making sense of data at scale. When I look at a flock of nineteen ducks, I don't just see birds — I see a system with inputs and outputs: feed in, eggs and health signals out, and a lot of environmental variables in between that are currently being tracked by two humans and a lot of walking around. That's the gap I want to close.
What's actually going in the coops
This isn't a someday-maybe plan — the hardware is already sitting on my workbench. Here's what's going into the first round of builds, all running on ESP32 boards:
- DHT22 temperature and humidity sensors: continuous coop climate readings instead of a manual check a few times a day. This matters a lot heading into winter, especially as we finish converting the old coop into a proper winter duck house.
- SR501 PIR motion sensors: passive infrared sensors that pick up movement and activity patterns. Over time, this builds a baseline of "normal" flock activity, so a quiet coop or unusual activity spike becomes something the data flags, not something we have to happen to notice.
- OV7670 CMOS cameras: low-cost visual monitoring for the coops and runs. Not full computer vision like the commercial systems in that industry report, at least not yet, but a real first step toward actually seeing what's happening in the coop remotely instead of guessing from an empty water tray or a suspicious pile of feathers.
Why ESP32 as the backbone
Every one of these sensors is being paired with an ESP32 chip. Built-in Wi-Fi, low power draw, and cheap enough that I can deploy several nodes across different coops and runs without it becoming its own budget line item. Each node reports back to a central system, which is exactly the kind of connected, low-friction data pipeline the industry report describes happening at a much larger commercial scale — just built here in a barn instead of a boardroom.
And that central system already exists: DuckeryOS. The plan is for sensor data to feed directly into the same platform that tracks flock records, health logs, and production numbers, so the farm's data lives in one place instead of being scattered across notebooks, memory, and a gut feeling about whether the coop smelled "off" this morning.
Why this matters beyond just us
The bigger point in the report is that no single piece of technology creates value on its own — the benefit comes from integration. That's exactly the philosophy behind DuckeryOS from day one: not just record-keeping, but the place where every signal about the farm comes together. If a DHT22, a PIR sensor, and a cheap CMOS camera can start feeding real signal into that system, it's also a feature every DuckeryOS user managing their own flock could eventually benefit from.
What's next
The current phase is bench testing: getting each sensor reading reliably, getting the ESP32 nodes talking over Wi-Fi, and figuring out the actual mounting and power setup for coop conditions before anything goes live. Once that's solid, the plan is to roll nodes out coop by coop, starting with the DHT22 climate sensors since that's the most immediately useful data for winter prep.
More updates as the hardware actually goes up. For now, consider this the "why" behind the wires you'll start seeing around the coops.