To make headless CI practical for AI agents and infrastructure tools, Buildkite now exposes more setup, governance, and troubleshooting operations through REST and GraphQL. The new coverage spans pipeline creation, organization administration, notification services, hosted agent resources, and artifacts. It also includes the previously announced REST infrastructure-failure diagnosis improvements , which give automation more context when troubleshooting failed jobs.