12 Articles · Complete Series
Structured AI-assisted development. From the problem through the system to the methodology. Start with Article 1 and read in order.
Act I — The Problem
25 Years of Experience. 6 Weeks of Vibe Coding. One Expensive Lesson.
The most expensive thing in software is never bad code. It's a lost decision.
Every AI Session Starts From Zero. That's Not a Bug. It's the Constraint.
HTTP had the same problem. We didn't wait for a fix. We built sessions around it.
My AI Agent Gave Me a Sports Car With No Brakes.
All tests passed. The UI was broken. The agent did exactly what I asked.
Act II — The Insight
The Conversation Ends. The Document Survives.
I was treating the chat like a filing cabinet. It was a whiteboard designed to be erased.
I Stopped Asking the Agent What to Build. I Started Telling It.
The code was correct. The UI was technically complete. Even I could not use it.
Act III — The System
I Replaced My Entire Chat History With 5 Documents.
Not a wiki. Not a README. Five documents with specific jobs. Nothing missed since.
My AI Agent Was Guessing. This One Document Made It Surgical.
A codebase full of 80% complete features. One 10-section template ended that permanently.
A Developer Left. The Project Was Live. Nobody Knew Where We Were.
Not theoretical. Production system. The institutional memory walked out the door.
Act IV — Execution
The Three Registers That Replaced "I'll Remember That."
Said it hundreds of times across 25 years. The fix was not discipline. It was a system.
Your AI Agent Isn't Undisciplined. You Haven't Given It Rules.
Every problem in this series had the same root cause. Not a bad model. A missing rule.
Act V — Scale & Reveal
Multiple Projects. Multiple Teams. One Methodology That Finally Held.
This series didn't start with a framework. It started with a team and a hype cycle.
12 Articles. One Methodology. It Finally Has a Name.
The deliberate alternative to vibe coding. The series finale.