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After the Button: Designing Software for Delegated Autonomy in the Age of Agentic Experience
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.

David Golub
May 197 min read


2026 is the Year of Autonomous Marketing: Get Comfortable Being Human-on-the-Loop
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.

David Golub
Jan 67 min read


Six Agentic Design Patterns Product and Business Leaders Need to Understand Today
With the gap between imagination and deployment shorter than ever, understanding agentic patterns is a critical step in mastering the emerging AI-driven marketplace. We review six key patterns needed to drive value for customers and enterprises.

Julien Coche
Jun 17, 20256 min read
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