Throughout this book, we’ve surveyed how AI is reshaping every layer of DevOps—from coding and testing to infrastructure provisioning and pipeline orchestration. We’ve seen how organizations can gradually adopt AI-assisted workflows, culminating in multiagent systems that push us toward a NoOps world, where day-to-day operations require minimal human intervention. Now, we look ahead to the next 3–5 years and beyond—extrapolating how emerging trends and technologies might further transform software delivery, developer roles, and organizational structures.