Wes Reisz discusses the shift toward AI-first software delivery, emphasizing that agentic workflows are not one-size-fits-all. He explains a strategic two-by-two model based on code longevity and automated verification to decide between supervised and unsupervised agents. He shares the RIPER-5 framework – Research, Innovate, Plan, Execute, Review – to amplify engineering discipline. By Wes Reisz