3 min read
The Engineer the AI Era Rewards
AI is not replacing engineers — it is repricing engineering skills. Here is what is going up in value, what is going down, and how to position your career.
- AI
- Career
- Engineering
Nekko Labs presents
Train into tech.
Grow your engineering career.
Director-level perspective on engineering and AI, a step-by-step guide for switching into software development in Japan, and a directory of real-world open-source projects and communities to learn on a real team.
Articles
Director-level takes on engineering, AI, and how to grow your career as the market shifts.
The Guide
A step-by-step path into software development — built from helping people switch careers in Japan.
12 chapters →
Community & Projects
Real open-source projects and communities where you work on a team, not just a portfolio.
Latest articles
All articles →6 min read
Spec-Driven Development: The Workflow That Makes AI Coding Actually Work
Vibe-coding falls apart the moment a project gets real. The fix is spec-driven development — let the spec, not the chat history, be the source of truth. Here is how it works and which tools to use.
- AI
- Engineering
- Workflow
3 min read
From English Teacher to Engineer in Japan: What Actually Works
I have helped a lot of people in Japan switch from teaching English into software development. The ones who make it share a few habits — and avoid a few traps.
- Career
- Japan
- Learning
Get real experience
All projects →Find a Doc Japan
An open-source, NPO-run directory helping people in Japan find healthcare providers who can support them in their language. A welcoming, well-organized codebase (TypeScript/Vue/GraphQL) that has helped 225+ engineers learn by contributing — several landed jobs through it. The best place to get real team experience as a career-changer.
Open Paw
Nekko Labs’ local-first AI coding & cowork desktop app, with first-class support for local models (Ollama, LM Studio, vLLM). A modern TypeScript codebase and a great place to contribute alongside our team — say hi in the Discord.
Learning is better together
Get unstuck, find your first real issue, and meet others switching into tech. Join the Nekko Labs Discord — bring your questions.
Join the Discord