Is Software Architecture Being Rewritten by AI?

In this whitepaper, you’ll learn:

What “Vibe Coding” really means — and where it breaks down
The three AI development paradigms: Conversational, Prompt-Driven & Agentic
Why architecture must shift from implicit knowledge to explicit context engineering
How hypothesis-driven, parallel experiments are replacing linear design workflows
Where AI agents support — and where they should not replace — architectural decision-making

Table of Contents

- Introduction — Hype vs. Reality: What AI Is Actually Changing in Software Development

- Vibe Coding: The Gateway Drug — Flow states, rapid prototyping, and accidental architecture

- Strategies for Better AI-Driven Development — Sandboxes, scoped tasks, structured prompts & context control

- New Approaches for Classic Architecture Tasks — Documentation, ADRs, impact analysis & AI-supported reviews

- Conclusion & Outlook — Continuous architectural work in the age of AI