Mike Vizard talks with Dadisi Sanyika of the Continuous Delivery Foundation about Conduit and the effort to reduce integration complexity for internal developer platforms. Sanyika explains how CDEvents can provide consistent software delivery receipts across tools such as Jenkins and Tekton, making it easier for platform teams, compliance officers and AI systems to understand workflow state. The conversation also explores why natural language, semantic orchestration and open source interoperability will matter as organizations build AI-enabled DevOps platforms.