MDRules Dev
Build Next-Generation Business Models with AI Agent Management and AI Education
About MDRules Dev
MDRules Dev is an AI engineering company founded in 2026, headquartered in Seoul, South Korea. We build next-generation business models through AI agent management and AI education.
Mission
Build next-generation business models through AI agent management and AI education.
Company Info
- Company
- MDRules Dev
- Location
- Seoul, South Korea
- Founded
- January 2026
- Founder
- Jaewoo Kim
- Focus
- AI Engineering / AI Education / LLM Development
Services
AI-Learning
Corporate AI Education Content
Planning, producing, and delivering corporate AI education content. Covering Claude Code, Context Engineering, LLMO, AI agent utilization, and AI workflow design — for enterprises, YouTube, and blogs.
AI-Development
AI Agent Development
LLM-based AI agent development and consulting. Building business automation systems leveraging fine-tuning, AI workflow design, Prompt Engineering, and Context Engineering.
AI-Workflow
AI Workflow Automation Consulting
Multi-agent system configuration and workflow optimization using AI. Leveraging MCP (Model Context Protocol) and CLI Skills for advanced agent design — enabling companies to operate six business functions with AI under ₩500,000/month.
AI-Marketing
AI Marketing Content
AI-powered marketing content production and YouTube channel management. Using NotebookLM AI, Claude Code, Canva, and CapCut for data-driven content strategy and automated content generation.
Founder
Jaewoo Kim
Founder & CEO / AI Engineer
MDRules Dev was founded by Jaewoo Kim, an AI engineer with 26 years of experience exploring how AI, automation, and agent-based systems can redesign modern business operations.
His expertise spans LLM development, AI workflow design, and AI agent architecture. He specializes in building AI-native organizations and helping companies achieve operational efficiency through AI agent management.
- ▸ Former AI engineer: Participated in Anthropic Claude LLM development
- ▸ Career spanning UV-DI lithography R&D, Web/iOS app development, and AI agent development
- ▸ Author of 6 books (Claude Code / LLMO / AI, etc.)
- ▸ 2,000+ blog posts across Naver Blog, Velog, and Brunch
Connect
Publications
Physical AI Game Changer Genesis Complete Guide
complete guide to training robots in a world 10,000 times faster than reality with Genesis. This book distills practical knowledge from a working engineer, covering the fundamentals of Physical AI and moving step-by-step into real-world implementation using Genesis.
From core concepts to hands-on workflows, it provides a clear path for building, training, and deploying robot intelligence in high-speed simulated environments.
LLMO Optimization for Your Website
A practical guide to LLMO (LLM Optimization), the next generation of optimization beyond SEO. This book explains three core strategies—structured data, llms.txt, and Markdown distribution—that help AI systems understand and reference your content accurately.
Learn how to structure and publish information so AI platforms such as ChatGPT, Claude, Gemini, and Perplexity can reliably cite your website.
Claude Code Mastery Guide 2026 Edition
From the design philosophy of Claude Code to practical CLAUDE.md patterns, team development workflows, and security practices.
This book documents the full journey of introducing context engineering to achieve a 300% productivity increase in TypeScript development.
Why Am I Faster at Claude Code? - Mastering CLAUDE.md, Hooks, MCP, and Skills for Practical Architecture
A comprehensive guide to the core components of Claude Code—CLAUDE.md, Hooks, MCP, and Skills—and how to use them effectively in real-world development.
Drawing on hands-on experience from a working engineer, this book shares practical know-how and architecture strategies for building AI-native workflows and gaining a competitive edge in Claude Code development.
Contact
Interested in our services? Have questions about AI agent design, LLMO, or our publications?
We'd love to hear from you.