Specs In, Software Out — book cover

A Book · Attacca

Specs In,
Software Out.

The bottleneck in software is no longer how fast you can write code. It’s how clearly you can describe what you want.

Reliable Software = Spec Quality × Harness Enforcement × Continuous Evaluation

By Jhonn Moreno · 15 chapters · 4 appendices · ~79,000 words

What this book is

Models can generate thousands of lines of code in minutes. But ambiguous specs produce ambiguous software. The difference between a demo and a production system is the quality of what goes into the machine.

This is a practitioner’s book. Not theory, not hype. Real projects, real failures, and the methodology that came out of both. Built from shipped work — VZYN Labs, SonIA, Edifica, Regasificadora — not from benchmarks or demos.

If you’re building AI agent systems that need to be right, not just fast, this book is the map.

Contents

Read the book, chapter by chapter.

Part I

The Shift

Part II

The Framework

Part III

Enforcement

Part IV

In The Wild

Part V

Getting To Work

Appendices

Practitioner’s reference

Take it with you

Download the full book.

Free. No email required. Updated as the methodology evolves.

Also available on Amazon Kindle and paperback (coming soon).