Notes on building AI workflows that hold up in the real world.

May 15, 2026 · 5 min read

AI agents need job design more than bigger models

Enterprise AI agents need clear roles, permissions, approvals, handoffs, observability, and ownership before they can responsibly take action in real workflows.