When Machines Prefer Waterfall (Unabridged)

When Machines Prefer Waterfall (Unabridged)

By Mark A. SmithThe Rebirth of Structured Development in the Age of Agentic AI

Business and Economics

Technology

Length7h 24m

About this book

Summary

When Machines Prefer Waterfall: The Rebirth of Structured Development in the Age of Agentic AI AI coding tools promised unlimited velocity. Instead, teams discovered the Velocity Paradox: more code, less value. Deployment frequency down. Failure rates up. Technical debt at machine speed. The counterintuitive solution? The methodology we abandoned decades ago. Drawing on 2024 DORA research, this book reveals why AI agents thrive under rigid structure—and introduces the Agentic Delivery Lifecycle (ADLC) as the path forward. Follow Nexus Dynamics as they pioneer roles like the Cognitive Architect and achieve the impossible: Waterfall executed in minutes, not months. For engineering leaders navigating AI transformation, this book delivers frameworks and lessons to move from crisis to competitive advantage. The future isn't human versus AI. It's human intent, machine execution—at a speed that makes continuous delivery inevitable.

Book information

Genre

Business and Economics, Technology

Length

7 hrs 24 mins

Publish date

Feb 3, 2026

Language

English

About the Author

Mark A. Smith

Mark A. Smith is an AI Product Manager and thought leader specializing in AI-powered software development methodologies. With over two decades of experience in data science and product innovation at organizations including Entergy, NextEra Energy, EPRI, and HP, Mark challenges conventional Agile practices through his groundbreaking work on the Agentic Delivery Lifecycle (ADLC). A certified PMP, CSM, CSPO, and Six Sigma Black Belt, he helps organizations transition from traditional Agile to AI-augmented continuous generation workflows.View all Audiobooks by Mark A. Smith

1Introduction

9Chapter Eight: When the Waterfall Breaks

2Part One: Foundation

10Chapter Nine: Agentic Development Platforms in Practice

3Chapter Two: The Five Hundred Thousand Dollar Meeting

11Chapter Ten: The Cognitive Architect

4Chapter Three: The ChatDev Paradox

12Chapter Eleven: Training Agents, Not People

5Chapter Four: The Constitution

13Chapter Twelve: Bounded Autonomy

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WHEN MACHINES PREFER WATERFALLMark A. Smith