David Golub

What replaces the button when software no longer waits to be clicked? A guide for product leaders to the Agentic Experience (AX), the affordance shift behind agentic AI, the delegation paradox, and why human-in-the-loop and human-on-the-loop design will define the next generation of working software, the software that reaches workflows the GUI era couldn't.

Grammarly's "Expert Review" oversight raised consent questions. The deeper problem is a category mistake the whole AI writing tool industry is making.

Autonomous marketing is the prize. But if you're still approving every AI output, you're the bottleneck. The shift from "human-in-the-loop" to "human-on-the-loop" is how marketing leaders will scale agentic AI in 2026—designing guardrails and monitoring outcomes instead of rubber-stamping every action. New post: what it means, why it matters, and three design patterns to make it real.