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Agents and AI

Clover POS System

Part II: Main Street Still Does Not Need More Software. It Needs a Healthier Business.

Fiserv’s August 2026 Small Business Index reports that sales increased 1.3 percent from a year earlier. Keep reading, though, and the reassuring number becomes less reassuring: average tickets increased 3.0 percent while transactions declined 1.8 percent. More money was being spent across fewer transactions. Those figures do not explain what …more

Commerce Is Heading Into Another Barcode Moment

 How a retail lesson from Walmart, Kmart, and UPC codes helps explain the coming fight over agentic commerce infrastructure. One of the most useful stories in Sangeet Paul Choudary’s Reshuffle is not about AI. It is about the barcode. Choudary’s line is wonderfully sharp: Kmart treated the barcode as …more

Family Health Agent Demo

Family Health Agent — Working Prototype A household-first, delegated, role-based prototype that demonstrates the manager loop: track what should happen next, detect …more