05Writing

Notes on AI, data systems, and the work behind them.

Bilingual — English and Mongolian. Mostly short, opinionated, and pointed at real engineering problems. Not blog content for the sake of blog content.

AI RealityMN

May 12, 2026

AI-generated code review workflow

AI бичсэн кодыг шууд merge хийдэг өдрүүд дуусч байна. Энд надад ажилладаг review flow.

Read

AI RealityMN

Apr 28, 2026

Agents are useful, but not magic

Agentic AI гэдэг нь marketing биш. Гэхдээ ихэнх 'agent' demo нь LLM call + if-else юм. Ялгааг задалъя.

Read

Engineering PracticeEN

Apr 10, 2026

AI products fail when the data layer is weak

Prompt-only products are demos. Data-backed products are systems. Here is the difference in practice.

Read

Founder LessonsEN

Mar 5, 2026

The gap between building and selling software

Building is the easy part. Distribution, positioning, and feedback loops are where most projects die.

Read