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
Worms in the Supply Chain: Shai-Hulud and the Next DevOps Reckoning
DevOps was supposed to make software delivery faster, safer and more reliable. For the most part, it has. But every so often, something nasty crawls out of the shadows and […]



