MES
AI-powered Manufacturing System Architect
Building AI-Native systems
for the factory floor.
I write about MES, industrial AI agents, and what it actually takes to make manufacturing intelligent — not just automated. Everything here will become a book.
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Featured Series
4 / 12 publishedAI-Native Manufacturing Architecture Series
A 12-part series on why manufacturing systems need to be redesigned from the ground up — with AI as a first-class citizen.
33%
Parts 1–4 completedParts 5–12 in development
1
Why Manufacturing Systems Are Becoming Harder to Maintain
2
Why Manufacturing Is No Longer Deterministic
3
The Rule Explosion Problem in Manufacturing Systems
4
What Does AI-Native Manufacturing Really Mean?
5
Should MES Evolve into an AI-Native System?
6
From Transactions to Context-Aware Operations
7
Business Logic as a Living Knowledge System
8
The Role of AI Agents in Future Manufacturing Systems
9
Impact Analysis Before System Change
10
Human + AI Collaboration in Manufacturing Operations
11
Toward Self-Improving Manufacturing Systems
12
The Future of AI-Native Manufacturing Architecture
Latest Writing
All posts →Projects
All →IN PROGRESS
Virtual Factory Agent
An AI agent system controlling simulated production equipment and making real-time decisions.
Follow progress →PLANNED
MES Agent Prototype
AI-Native MES core — context-aware production management.