PCB & Hardware

10 Crucial PCB DFM Guidelines Every Hardware Startup Misses

Avoid costly PCB re-spins. Discover essential Design for Manufacturability (DFM) rules covering copper clearance, thermal relief, via tenting, and component footprint verification.

Alex Vance, Chief PCB Architect 6 min read
July 24, 2026
Firmware & Architecture

FreeRTOS vs. Zephyr RTOS: Architecting Connected IoT Products

An in-depth technical comparison of FreeRTOS and Zephyr OS for modern microcontroller firmware, evaluating footprint, driver models, BLE stacks, and security.

Elena Rostova, Embedded Software Lead 8 min read
July 18, 2026
AI/ML & Edge

Deploying INT8 Quantized ML Models on Resource-Constrained MCUs

How to compress TensorFlow Lite models using post-training INT8 quantization to run sub-10ms neural networks on Cortex-M microcontrollers.

Dr. Marcus Vance, Edge AI Specialist 10 min read
July 10, 2026
Android AOSP

Building Custom HAL Services for Industrial Android AOSP Hardware

A complete walkthrough for extending Android AOSP with custom AIDL hardware abstraction layers for proprietary RS485 and CANbus interfaces.

David Chen, Platform Engineer 7 min read
June 28, 2026
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