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Shipping an AI Feature This Sprint

“Can we add a chatbot,” “can search understand natural language,” “can it summarize this for the user”: AI features arrive as small, bolt-on requests far more often than as a rewrite of the whole product. Adding one to an existing PHP app rarely means running your own model. It almost always means calling an API and handling the response well.