https://www.infoq.com InfoQ Architecture Decision Records Articles feed https://www.infoq.com/articles/agentic-fitness-functions-evolutionary-architecture/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture+Decision+Records-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> Governance Artificial Intelligence Code Quality Evolutionary Architecture InfoQ Certification Program Architecture Decision Records Architecture ICSAET 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+Decision+Records-articles Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy 2026-08-17T11:00:00Z /articles/agentic-fitness-functions-evolutionary-architecture/en