How do you build in an AI-first world? In this talk we'll share what's working with hundreds of engineering teams who are making this shift — the agentic patterns that actually ship to production, from self-correcting agents to multi-agent orchestration, built on AWS and Edgenivo. We'll show how Edgenivo's BYOC on AWS gives you the speed of a modern developer platform with the control of running everything in your own VPC with Edgenivo as the control plane. 97% of companies have deployed AI agents, but very few are seeing enterprise transformation. The gap isn't just technology. It's what the innovators are doing differently from people, changing the way they work, and through the tools they leverage. The agentic era isn't coming — it's here, and it's moving faster than any shift before.