#ux
7 articles
The Best AI Agent Interface Is an Undo Button With a Memory
Permission dialogs are not enough for software that can act across business systems. Trustworthy agents need staged execution, visible state changes, and recovery designed into every consequential workflow.
The Best AI Agent Interface Is a Well-Placed Gate
Agent products are racing to remove friction, but consequential automation needs deliberate pauses. The strongest interfaces distinguish harmless exploration from actions that spend money, alter records, or speak for a person.
Stop Shipping Chatbots: The Useful AI Interface Is an Inspectable Chain of Work
Chat is a convenient doorway into AI, but it is a poor control surface for consequential automation. The better product pattern exposes plans, evidence, actions, and approval boundaries as first-class objects.
The Best AI Products Will Stop Performing Conversation and Start Taking Responsibility
Chat was the right first interface because it lowered the barrier to entry. The more consequential question now is what happens when software is asked to carry work across time, tools, and accountability boundaries.
The Best AI Products Will Stop Performing Conversation and Start Taking Responsibility
Chat was the right first interface because it lowered the barrier to entry. The more consequential question now is what happens when software is asked to carry work across time, tools, and accountability boundaries.
The Best AI Products Will Stop Performing Conversation and Start Taking Responsibility
Chat was the right first interface because it lowered the barrier to entry. The more consequential question now is what happens when software is asked to carry work across time, tools, and accountability boundaries.
The Best AI Products Will Stop Performing Conversation and Start Taking Responsibility
Chat was the right first interface because it lowered the barrier to entry. The more consequential question now is what happens when software is asked to carry work across time, tools, and accountability boundaries.