AI Recommendations, Safe Agent Actions and a React Storefront (AI E-Commerce Ep 14, Finale)

The best shops learn your taste, and the best assistants know exactly what they are allowed to do. This finale gives our AI store both, then puts a real storefront in front of it.

We record shopper events in a history module, build a preference profile weighted by recency and event type so yesterday's purchase outweighs last month's click, and serve personalized recommendations with reasons a human can read.