About the Author

Who made this book

Conceived, directed and published by Gunnar Nordqvist. The text was written by AI agents under his briefs and was reviewed and approved by him. He is not the author of the book in the ordinary sense of the word.

In plain words, the work was divided as follows. Gunnar Nordqvist chose the subject, set the table of contents, wrote the brief for every chapter, defined the author persona and the style rules, reviewed and approved every change, and answers for the result. The AI agents drafted the prose, ran the checks and did the formatting. Wherever the book says "the author", it means Gunnar Nordqvist in that role: the person who directs the book and is accountable for it, not the writer of its sentences.

This book, like the other volumes of The Transformed Architecture, Architecture as Code, AI Governance and AI Platform and Security, draws on decades of practice at the intersection of enterprise architecture, infrastructure engineering, information security, and organisational change. It is directed from the perspective of a practitioner who has watched architecture move from documents to code and who now applies the same discipline to artificial intelligence in large European organisations.

Gunnar Nordqvist

Gunnar Nordqvist is a self-employed certified Chief Architect and IT Architect consultant in the Kvadrat network, a Swedish consultancy network of independent specialists (74, Kvadrat, n.d.). As an IT generalist with a deep interest in technology, Gunnar has worked across diverse roles throughout his career, including IT architect, technical project manager, and systems technician.

Professional background

Gunnar's experience spans solution and enterprise architecture, IT infrastructure, and information security engagements for large enterprises and public authorities. His technical background encompasses network solutions, servers, virtualisation, cloud platforms, and IT security, and in recent years the architecture of data platforms and AI-enabled services in regulated settings.

Core areas of expertise:

• Solution and enterprise architecture
• Architecture as Code and Infrastructure as Code
• AI Architecture, model governance, and the European regulatory framework
• IT security, risk management, and compliance
• Cloud architecture, virtualisation, and digital sovereignty
• DevOps, CI/CD automation, and platform engineering

From Architecture as Code to AI Red Team

Architecture as Code argued that architecture becomes trustworthy when it is codified, version-controlled, and continuously validated (71, Nordqvist, 2025). AI Governance applied that argument to the risk, governance, and assurance of AI (72, Nordqvist, 2026), and AI Platform and Security to the platforms that run AI and the security that protects them (73, Nordqvist, 2026). This book turns the argument towards defence: how large European enterprises and public authorities can put AI to work in their own cyber defence, under a written mandate and with evidence that people remain in command. The conviction behind all four volumes is the same: that systems of consequence deserve engineering rigour, that governance works best when it is executable, and that European organisations can meet demanding regulation without sacrificing the pace of delivery.

About Kvadrat

Gunnar Nordqvist works as an independent consultant through Kvadrat, which describes itself as Sweden's largest network of the self-employed and has offices across Sweden (74, Kvadrat, n.d.).

Swedish terminology reference

Terminology note: The Swedish names used in this section keep their native form to preserve accuracy.

• Kvadrat AB – AB stands for aktiebolag, Sweden's equivalent of a limited company. The firm's name translates literally to "square" but is always written as Kvadrat in branding.
• Nordqvist – A Swedish family name combining nord ("north") and qvist ("twig"), reflecting traditional Swedish surname construction.

How this book was made

The cover names Gunnar Nordqvist as the person who conceived and directed the book, and says that the text was written by AI agents. From AI Governance onwards, the books in this series have been made differently from the way books are usually written. Most of the prose in this book was drafted by a team of specialist AI agents, each configured for a single role: a writer that drafts sections against a chapter brief, a researcher that locates and checks sources, an editor that applies the style guide, a critic that probes arguments for weaknesses, an architect that validates technical claims, and a graphic designer that produces the diagrams. Gunnar Nordqvist's part is less that of a writer at the desk than that of a conductor: setting the score, deciding who plays what, listening, stopping the orchestra and asking for a passage again.

The division of labour does not divide the responsibility. Four things remain Gunnar Nordqvist's as the person who directs the book, and they are what a reader is entitled to hold a person to account for:

• The design of the book. The choice of subject, the table of contents, the brief for every chapter, the author persona, the style guide and the rules the agents work under are written by him and kept in the repository alongside the manuscript.
• Review and approval. Every change reaches the manuscript through a pull request that he reads and then redirects, rejects or approves. Nothing is published that he has not accepted.
• Judgement. The positions the book takes, its recommendations and its projections are his, including the passages written in the first person, even where an agent found the words for them.
• Sources. He answers for the bibliography. Automated checks confirm that every citation points to an entry that exists; he checks, by sampling where the volume requires it, that the sources say what the text claims. Errors that remain are his responsibility, not the agents'.

The book's own rule applies to its making: AI may do much of the work, but people remain in command and can show that they do. In the terms of Chapters 1 and 6, the agents that drafted this book are a Mode 3 agentic work tool operating at Level 1 Assisted: they propose changes in a repository, and Gunnar Nordqvist reviews each change and decides whether it is merged. The evidence that a person remained in command is the same kind of evidence a security operations centre keeps, the record of every change and every approval.

The book's technical foundation

All four volumes are produced with the same automated publishing pipeline: Markdown manuscript, Mermaid diagrams, Pandoc and XeLaTeX for PDF, EPUB, and DOCX, MkDocs for the website, and GitHub Actions for continuous validation. The pipeline is itself an example of Architecture as Code applied to publishing, and its structure is described in the repository documentation.