---
title: "erratahunter (@erratahunter) | Hashnode"
description: "hunting silicon errata. Read the latest articles by erratahunter on Hashnode."
url: "https://hashnode.com/@erratahunter"
---

@erratahunter

# erratahunter

@erratahunter · 127.0.0.1 · Joined February 2026

hunting silicon errata.

### [How to Actually Use AI Coding Agents — 6 Skill-Specific Tips](https://erratahunter.hashnode.dev/how-to-actually-use-ai-coding-agents-6-skill-specific-tips?utm_source=hashnode&utm_medium=feed)

The alternative to vibe coding. A six-gate frame — Research, Fact-Check, Plan, Implement, Debug, Review

24 min read · [erratahunter.hashnode.dev](https://erratahunter.hashnode.dev/how-to-actually-use-ai-coding-agents-6-skill-specific-tips?utm_source=hashnode&utm_medium=feed)

[Apr 26](https://hashnode.com/posts/how-to-actually-use-ai-coding-agents-6-skill-specific-tips/69ed914714b66636323795ec)

### [The Build Passed, So Why Doesn't It Run — Automating Firmware Tests on Real Hardware](https://erratahunter.hashnode.dev/the-build-passed-so-why-doesn-t-it-run-automating-firmware-tests-on-real-hardware?utm_source=hashnode&utm_medium=feed)

HIL CI bridges the gap between a passing build and actual hardware behavior.

28 min read · [erratahunter.hashnode.dev](https://erratahunter.hashnode.dev/the-build-passed-so-why-doesn-t-it-run-automating-firmware-tests-on-real-hardware?utm_source=hashnode&utm_medium=feed)

[Apr 15](https://hashnode.com/posts/the-build-passed-so-why-doesn-t-it-run-automating-firmware-tests-on-real-hardware/69e00873f95c47e87f595283)

### [How I Build Firmware with AI — A Research, Plan, Execute, Test Loop in Practice](https://erratahunter.hashnode.dev/how-i-build-firmware-with-ai-a-research-plan-execute-test-loop-in-practice?utm_source=hashnode&utm_medium=feed)

Does AI actually speed up firmware development? A field report on a 4-stage workflow — research, plan, execute, test — that structurally prevents hall

15 min read · [erratahunter.hashnode.dev](https://erratahunter.hashnode.dev/how-i-build-firmware-with-ai-a-research-plan-execute-test-loop-in-practice?utm_source=hashnode&utm_medium=feed)

[Apr 11](https://hashnode.com/posts/how-i-build-firmware-with-ai-a-research-plan-execute-test-loop-in-practice/69dac30dc8e5007ddbf0020e)

### [Embedded Firmware Development with Claude Code — Devicetree, Kconfig, and Debugging](https://erratahunter.hashnode.dev/embedded-firmware-development-with-claude-code-devicetree-kconfig-and-debugging?utm_source=hashnode&utm_medium=feed)

How I use Claude Code for Zephyr/NCS firmware — devicetree overlay context strategy, preventing Kconfig hallucination with skills and hooks, and build

14 min read · [erratahunter.hashnode.dev](https://erratahunter.hashnode.dev/embedded-firmware-development-with-claude-code-devicetree-kconfig-and-debugging?utm_source=hashnode&utm_medium=feed)

[Mar 25](https://hashnode.com/posts/embedded-firmware-development-with-claude-code-devicetree-kconfig-and-debugging/69c4573010e664c5daf76d49)

### [NCS Project Management Guide: Ditching Global Install to Reclaim Control](https://erratahunter.hashnode.dev/ncs-project-management-guide-ditching-global-install-to-reclaim-control?utm_source=hashnode&utm_medium=feed)

Escape NCS global install version fragmentation. A step-by-step guide to isolating firmware build environments using Freestanding, T2, and T3 West Wor

9 min read · [erratahunter.hashnode.dev](https://erratahunter.hashnode.dev/ncs-project-management-guide-ditching-global-install-to-reclaim-control?utm_source=hashnode&utm_medium=feed)

[Mar 15](https://hashnode.com/posts/ncs-project-management-guide-ditching-global-install-to-reclaim-control/69b72b0ff4eb2f8b04f9e311)