Why AI Makes Requirements a Runtime Artifact

Published: (February 20, 2026 at 02:30 AM EST)
1 min read
Source: DevOps.com

Source: DevOps.com

Overview

In traditional software, requirements are static design‑time artifacts. In AI‑enabled systems, they must be continuously observed and enforced in production. Learn how AI collapses the boundary between design‑time and runtime, shifting requirements toward behavioral constraints, continuous verification, and shared ownership across engineering and operations.

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