Blog
Wewriteaboutwhatweknowfirst-hand
Case studies, tool deep-dives and honest takeaways from our work with AI and automation.
Case studyVibe-codingLead MVP
How we shipped a tool that helps brands land in LLM recommendations — in two days
An AI MAP case: a free LLM visibility planner for NCTeam — no LLM API, no signups, ready-to-use action plan. The lead-MVP methodology: a working product instead of a PDF checklist.
May 2026Vibe-codingCase studySEO
How we built our agency site over a weekend and spent two weeks shipping features
Full breakdown: we left Tilda, built an MVP on React + Vite + Claude Code in 20 hours, then added cases, the blog and SEO over two weeks. Costs and who it fits.
April 2026Vibe-codingCase studyPortal
How we vibe-coded an international portal and turned it into a Eurasian association in a week
Kōkasoku portal: an MVP for two countries became a five-country platform a week later. How AI MAP applies the vibecoding-ncteam standard in both commercial and non-profit projects.
April 2026