https://www.infoq.com InfoQ Architecture Articles feed https://www.infoq.com/articles/rightsizing-platform-engineering/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture-articles <img src="https://res.infoq.com/articles/rightsizing-platform-engineering/en/smallimage/rightsizing-platform-engineering-thumbnail-1787296955801.jpg"/><p>Shift-left and DevOps have impacted how we flow changes from inception to production, but at the cost of increased cognitive load and duplication of effort across testing, security, and maintenance. This article explores the real-world challenges of rightsizing developer platforms and finding a cultural match for engineering teams who use them to reduce cognitive load and deliver change faster.</p> <i>By John Keates</i> Artifacts & Tools Coding Standards Architecture Infrastructure Delivering Quality Developer Experience Platforms Stories & Case Studies Platform Engineering Culture & Methods article Mon, 24 Aug 2026 11:00:00 GMT https://www.infoq.com/articles/rightsizing-platform-engineering/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture-articles John Keates 2026-08-24T11:00:00Z /articles/rightsizing-platform-engineering/en https://www.infoq.com/articles/agentic-fitness-functions-evolutionary-architecture/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture-articles <img src="https://res.infoq.com/articles/agentic-fitness-functions-evolutionary-architecture/en/headerimage/header-1786428822427.jpg"/><p>Deterministic rules safeguard hard metrics, but what about architectural intent? Discover how agentic fitness functions combine AI agents and versioned rubrics to evaluate complex, judgment-heavy concerns—such as boundary fidelity, semantic contract drift, and stale ADR assumptions. Elevate evolutionary architecture governance with continuous, calibrated feedback loops.</p> <i>By Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy</i> Architecture ICSAET Evolutionary Architecture Architecture Decision Records InfoQ Certification Program Artificial Intelligence AI Architecture Governance Code Quality Agentic AI Architecture AI, ML & Data Engineering Development Architecture & Design article Mon, 17 Aug 2026 11:00:00 GMT https://www.infoq.com/articles/agentic-fitness-functions-evolutionary-architecture/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture-articles Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy 2026-08-17T11:00:00Z /articles/agentic-fitness-functions-evolutionary-architecture/en