AI Insights Lab is written by a backend developer in Seoul who ships production software with AI coding agents every day and runs a small fleet of them for content, QA, and operations.

The English edition covers what actually works: Claude Code and agent configuration, agent workflows that survive contact with real repositories, what these tools cost in practice, and small language models on hardware you already own. Every setup described here runs on this machine before it is written up, and every number that is not measured here is linked to its source.

There is also a Korean edition with a broader scope, including AI news and market commentary.

Disclosure

Some links on this site may be affiliate links, which means the site may earn a commission if you buy something through them, at no extra cost to you. The site may also show ads. Neither changes what gets recommended: if a tool is in a post, it is because it was used.

Contact

Open an issue or start a discussion on GitHub. Corrections are welcome and get credited.