Edge AI Explained: NPUs, Deployment, Real-World Applications, and Why It Matters
A practical guide to Edge AI: what it is, why it matters, which NPUs support it, how to deploy it, where it's used, and best practices for on-device machine learning.
Hardware
CPU vs GPU vs NPU: What They Do, How They Work, When to Use Each, and Real-World Use Cases
A beginner-friendly, comprehensive guide to understanding CPU, GPU, and NPU: what they do, how they differ, their architecture, real-world use cases, pros and cons, and when to use each for your project. Perfect for engineers and developers.
How to Retrieve Hardware Specifications on Linux and Embedded Systems: CPU, RAM, Storage, Peripherals, and System Info
A practical guide to retrieving hardware specifications on Linux and embedded systems: CPU info, RAM, storage, peripherals, network interfaces, kernel details, and embedded-specific hardware data.
Electric Motors in Embedded Systems: DC, Servo, Stepper, BLDC and Beyond
A comprehensive technical guide to electric motors used in embedded systems: DC, BLDC, stepper, servo, and more. Learn how each motor works, when to use them, required drivers, control methods, and practical applications for robotics, automotive, and industrial embedded systems.
Embedded World 2026: Conference Report and Hardware Ecosystem Observations
Observations and notes from Embedded World 2026 in Nuremberg: major hardware vendors and embedded systems trends.
Wearable AI Assistant Testing: Meta Wayfarer AR Glasses Field Experience
Field testing experience with Meta Wayfarer AR glasses and wearable AI assistants.
Debugging i.MX6 DDR Calibration: Diagnosing Memory Instability in Embedded Systems
How-to guide for diagnosing and fixing DDR memory instability on i.MX6 SoM using calibration and memory stress testing.