The barrier to building with AI is gone. Developers delegate work to agents that plan, execute, and make changes. The constraint is no longer talent or tooling, but whether enterprises give builders a safe path from experiment to production. This session examines agentic engineering at scale: where agents deliver throughput, where they fail, and the guardrails - identity, scoped permissions, audit trails, and human review.