Wearable Product Development: The Constraints That Decide Success
Wearables compress every hard embedded problem into the smallest possible space, and the constraints actively conflict. Development is the discipline of resolving them in order.
Read More
OTA Updates in IoT Devices: Types, Benefits, and Best Practices
OTA decides whether a product can improve after it ships. It can also brick ten thousand devices overnight, which is why it deserves more care than…
Read More
Hardware and Computer Vision: Building Vision AI Into Embedded Products
Prototyping computer vision takes an afternoon. Making it run unattended on a wall for three years is a different discipline, governed by optics, thermal limits and…
Read More
TinyML: Bringing AI to the Smallest Devices
TinyML runs machine learning on microcontrollers with kilobytes of RAM and milliwatts of power. The constraints are severe enough that most mainstream ML practice simply does…
Read More
Hardware vs Firmware Engineers: Why a Dedicated Team Matters
Hardware and firmware are different crafts with different failure modes. They meet at a boundary where most IoT product problems actually happen.
Read More
Understanding IoT: Beyond “Smart Devices + App”
The device and the app are the visible 30 percent of an IoT product. Here is everything else a connected product needs before it can be…
Read More
Why Zephyr RTOS Is Gaining Momentum in IoT
Choosing an RTOS used to mean accepting a vendor's ecosystem. Zephyr is the main reason that assumption is weakening.
Read More
The Matter Protocol Explained: What It Standardises and What It Does Not
Matter lets a device speak one protocol and work with every major smart home ecosystem. It standardises the meaning of a device, not the radio it…
Read More
Why Is the MERN Stack So Popular? An Honest Assessment
MERN became the default for a generation of developers. Here is why it won, which parts still hold up, and the component most often chosen by…
Read More
Why Linux Is Used in Embedded Systems (And When It Is Wrong)
Embedded Linux became the default for one class of device and is a poor choice for another. Knowing which side your product sits on is a…
Read More