How to Actually Use AI Coding Agents — 6 Skill-Specific Tips The alternative to vibe coding. A six-gate frame — Research, Fact-Check, Plan, Implement, Debug, Review24 min read·erratahunter.hashnode.devApr 26
The Build Passed, So Why Doesn't It Run — Automating Firmware Tests on Real HardwareHIL CI bridges the gap between a passing build and actual hardware behavior.28 min read·erratahunter.hashnode.devApr 15
How I Build Firmware with AI — A Research, Plan, Execute, Test Loop in PracticeDoes AI actually speed up firmware development? A field report on a 4-stage workflow — research, plan, execute, test — that structurally prevents hall15 min read·erratahunter.hashnode.dev1Apr 11
Embedded Firmware Development with Claude Code — Devicetree, Kconfig, and DebuggingHow I use Claude Code for Zephyr/NCS firmware — devicetree overlay context strategy, preventing Kconfig hallucination with skills and hooks, and build14 min read·erratahunter.hashnode.devMar 25
NCS Project Management Guide: Ditching Global Install to Reclaim ControlEscape NCS global install version fragmentation. A step-by-step guide to isolating firmware build environments using Freestanding, T2, and T3 West Wor9 min read·erratahunter.hashnode.devMar 15