Building an AI shopping assistant on your own product data

A generic chatbot guesses. An assistant built on your own products and policies answers. Here’s how retrieval-augmented generation works.

A generic chatbot guesses. An assistant built on your own products and policies answers. Here’s how retrieval-augmented generation works.

Some stores pay yearly for a plugin that does one small job. Sometimes 100 lines of code do it better.

AI can write a thousand product descriptions in an afternoon. Done carelessly, they’re a thousand pages Google has seen before.

A cheap VPS can host several sites and apps. Here’s the checklist I go through before anything goes live on one.

AI agents now write a lot of code. Here’s where they really help in client work, and the rules that keep quality and security intact.