Useful answers about ecommerce, web products, and new machinery. No recipe preamble. No thought leadership costume.
A useful architecture phase turns product requirements into visible system decisions, risks, and an implementation plan, not a diagram that immediately begins a new life as office decoration.
Start theme-first unless the customer experience, content model, or system architecture clearly justifies a separate frontend. Headless is a capability, not a medal.
Shopify Storefront MCP gives AI applications a standardized way to access live store information and commerce tools, including product discovery, policies, and cart operations.