https://www.infoq.com InfoQ Leadership Articles feed https://www.infoq.com/articles/system-comprehension-evolutionary-architecture/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Leadership-articles <img src="https://res.infoq.com/articles/system-comprehension-evolutionary-architecture/en/headerimage/header-1786087830832.jpg"/><p>As AI commoditizes code output, system comprehension silently decays, creating cognitive debt that threatens safe architectural evolution. This article explores why human understanding must be treated as an essential architectural characteristic, offering actionable strategies, socio-technical metrics, and design checkpoints to preserve intent across modern engineering teams.</p> <i>By Jacobus Meintjes, Narayana Rengaswamy, Paul Katsande, Sureshbabu Bikki</i> Generative AI Architecture ICSAET Evolutionary Architecture InfoQ Certification Program Code Reviews Leadership Development Architecture & Design Culture & Methods article Mon, 10 Aug 2026 11:00:00 GMT https://www.infoq.com/articles/system-comprehension-evolutionary-architecture/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Leadership-articles Jacobus Meintjes, Narayana Rengaswamy, Paul Katsande, Sureshbabu Bikki 2026-08-10T11:00:00Z /articles/system-comprehension-evolutionary-architecture/en https://www.infoq.com/articles/evolutionary-architecture-change-locality/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Leadership-articles <img src="https://res.infoq.com/articles/evolutionary-architecture-change-locality/en/headerimage/evolutionary-architecture-change-locality-header-1785239081753.jpg"/><p>Why do simple features suddenly require cross-team negotiations? In this article, explore how boundary drift quietly destroys change locality and increases cognitive load across teams. Learn practical sociotechnical strategies - redistributing mechanics, exposing essential policy, and rehearsing exception paths - to restore domain boundaries and enable a truly evolutionary software architecture.</p> <i>By Michael Fischer, Nicholas Lawrence, Monica Karekar</i> Topology Architecture ICSAET Domain Driven Design Evolutionary Architecture InfoQ Certification Program Sociotechnical Architecture Leadership Development Architecture & Design article Mon, 03 Aug 2026 11:00:00 GMT https://www.infoq.com/articles/evolutionary-architecture-change-locality/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Leadership-articles Michael Fischer, Nicholas Lawrence, Monica Karekar 2026-08-03T11:00:00Z /articles/evolutionary-architecture-change-locality/en