SWARC4AI Archives - iSAQB® - Official Website

Architectural Patterns for Production AI

An Article by Nikita Golovko and Roger Rhoades

published on September 30, 2026
23 Minutes to read minute read
editorial work by Madlen Schenk
topics: ADVANCED LEVEL, SWARC4AI

Nikita Golovko and Roger Rhoades present five architectural patterns for building reliable AI systems in production.

Software Architecture for AI Systems: Designing the AI Systems of Tomorrow

Video Interview with Dr. Sönke Magnussen, One of the Curators of the CPSA®-Advanced Level Module SWARC4AI

published on August 17, 2026
3 Minutes to read minute read
editorial work by Madlen Schenk
topics: ADVANCED LEVEL, SWARC4AI

Dr. Sönke Magnussen explains how SWARC4AI helps software architects and AI experts design and integrate modern AI systems.

AI Agents Need Governance – Why Responsibility Can’t Be Automated

Interview with Mahbouba Gharbi and Dr. Sönke Magnussen, Curators of the CPSA-Advanced-Level Module SWARC4AI

published on July 7, 2026
3 Minutes to read minute read
topics: SWARC4AI

Why AI agents need governance, human oversight, and architectural controls to ensure secure and responsible AI systems.

How Artificial Intelligence Is Changing the Role of Software Architects

How AI Systems Expand the Software Architect’s Toolbox – and What This Means in Practice | An Article by Sönke Magnussen

published on February 18, 2026
5 Minutes to read minute read
topics: SWARC4AI

Artificial Intelligence is reshaping software architecture. Sönke Magnussen explores how AI expands the architect’s toolbox, introduces new responsibilities, and requires fresh thinking around hybrid systems, MLOps, and trust.

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