Edge AI Coding — Part 2: Creating Custom Skills

How I turned Part 1’s ‘skills from struggle’ insight into a working library of Edge AI vendor skills — one per accelerator.

August 10, 2026 · 8 min · Mario Bergeron

Edge AI Yocto Integration — Part 1: AMD PetaLinux 2025.2

A compile-survey of vendor Yocto layers (meta-hailo, meta-axelera, meta-deepx-m1, memx-yocto) against the scarthgap LTS release, on AMD Zynq-UltraScale+ platforms.

July 12, 2026 · 25 min · Mario Bergeron

Edge AI Power Benchmarking — Part 6: Measuring the Power Efficiency of MemryX MX3

Reproducing MemryX’s published resnet50 benchmark on the MX3, with independent power measurement.

June 19, 2026 · 17 min · Mario Bergeron