This document summarizes Andrew Phillips' presentation at the Jenkins User Conference in San Francisco on building a continuous delivery toolkit. Phillips discusses how Jenkins excels at continuous integration but may not meet all needs for continuous delivery. He presents a "continuous delivery onion" with different layers requiring different tools, including build/CI, environment provisioning, deployment, test management, and release management. Phillips outlines how these layers involve different teams and perspectives. He then discusses challenges and considerations for selecting tools for continuous integration, environment provisioning, deployment, test management, and pipeline orchestration to support a continuous delivery approach.