A Methodology · 12-Part Series

Stop Vibe Coding. Start Building Deliberately.

Most developers using AI agents experience extraordinary speed in week one and compounding chaos by week six. Decisions lost when sessions close. Features rebuilt because agents have no memory of what was already decided. ARTHA Craft is the structural solution — built from 25 years of architecture and SDLC experience across multiple real projects.

The human holds the decisions. The agent holds the keyboard. Nothing falls through the cracks between them.

Week one: extraordinary speed.
Week six: compounding chaos.

Every team using AI coding agents experiences the same arc. The first week feels like a superpower. By week six, the codebase is full of decisions nobody remembers making, features rebuilt because the agent had no memory of what was already decided, and standups consumed by reconstruction instead of progress.

This is not a prompting problem. It is a structural one.

01

Lost decisions

Every decision made inside a chat session vanishes when that session closes. No trace. No record. No way to recover it.

02

Rebuilt features

Agents have no memory of what was already decided. Features get rebuilt, patterns get contradicted, architecture drifts silently.

03

Reconstruction standups

Every standup becomes an archaeology exercise. Teams spend more time reconstructing context than building forward.

Five layers. Zero gaps.

A structured approach where every session starts from a known state, every decision is documented before it is executed, and nothing is ever left to the agent's interpretation.

01

Context Seed

The document that gives every agent session a known starting state. No cold starts. No guessing. The agent knows what has been built, what has been decided, and what it is not allowed to touch.

02

Step Sequence

Every decision documented before execution begins. The full trace from requirement to implementation — so any decision can be walked back to its origin.

03

Task Files

A complete, locked brief before the agent writes a single line. Ten sections. No interpretation needed. The agent executes — it does not decide.

04

Handoff

Written before every session closes. Makes the next session entirely self-contained. No reconstruction. No archaeology. No lost context.

05

Ten Rules

Non-negotiable governance for every agent, every session, every team. No exceptions. Each one earned from a specific failure on a real project.

12 articles. One methodology.

From the problem through the system to the methodology. Read in order. One article unlocks per day. Subscribe on Substack to get each one in your inbox.

Act I — The Problem

01

25 Years of Experience. 6 Weeks of Vibe Coding. One Expensive Lesson.

Coming soon
02

Every AI Session Starts From Zero. That's Not a Bug. It's the Constraint.

Coming soon
03

My AI Agent Gave Me a Sports Car With No Brakes.

Coming soon

Act II — The Insight

04

The Conversation Ends. The Document Survives.

Coming soon
05

I Stopped Asking the Agent What to Build. I Started Telling It.

Coming soon

Act III — The System

06

I Replaced My Entire Chat History With 5 Documents.

Coming soon
07

My AI Agent Was Guessing. This One Document Made It Surgical.

Coming soon
08

A Developer Left. The Project Was Live. Nobody Knew Where We Were.

Coming soon

Act IV — Execution

09

The Three Registers That Replaced "I'll Remember That."

Coming soon
10

Your AI Agent Isn't Undisciplined. You Haven't Given It Rules.

Coming soon

Act V — Scale & Reveal

11

Multiple Projects. Multiple Teams. One Methodology That Finally Held.

Coming soon
12

12 Articles. One Methodology. It Finally Has a Name.

Coming soon
Subscribe on Substack →

Get each article in your inbox as it unlocks.

Built for practitioners.

EA

Enterprise Architects

Who need AI-assisted development to produce governed, traceable, production-grade systems.

SD

Senior Developers

Who have felt the speed and the chaos — and want a system that makes the speed sustainable.

TL

Technical Leads

Who are responsible for team output and need repeatable process across multiple agent users.

++

Anyone feeling the cracks

Building serious software with AI agents and starting to notice the decisions are not sticking.

Built from wreckage,
not theory.

Jitander Singh Chauhan

Lead AI & Data Technologist  |  Enterprise Architect

Haystream — AI Advisory & Consulting

25 years building enterprise systems across financial services, energy, healthcare, insurance, education, and beverage distribution. Every article in this series is a hard lesson from a real project. Every document in the framework exists because the absence of it cost real time and real money.

ARTHA Craft is not a framework designed in advance. It is a methodology built from wreckage — one rule earned from each thing that broke without it.