We gave an agent Shopify CLI. 28.8% of its purchases were wrong
Shopify’s UCP CLI lets agents browse stores, find products, and check out. The problem it doesn't solve for is enforcing intent: when the user delegates a task, no one
Read →Mandate
Thoughts, stories and ideas
Purchase Protection Is the Trust Unlock for Agentic Spend
The difference between a customer letting an agent spend $50 and letting it spend $5,000 does not come down to agent capability or user experience. This decision will be based on
Read →Payment Permission Is Not Mandate Compliance
Authorization proves that a payment can move. It does not prove that an agent bought the right thing. That distinction becomes load-bearing the moment users delegate spend to agents. A platform can
Read →The Verification Gap in Agentic Commerce
An agent books you a trip. Flight on United, hotel through Booking.com, car from Hertz. Your constraint: under $3,000 total, arriving before 3pm on the 14th so you make your dinner meeting. The agent finds options that work. Flight at $680, hotel…
Read →The Economy’s Next Bottleneck Is Verification
As AI agents automate execution, the core challenge to scaling the economy becomes automating verification.
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