AI compressed the build. Fundamentals matter more, not less, and the product funnel is now where engineers earn their keep.

Shopify built an LLM proxy and distillation pipeline so its engineers keep working when any model goes away — and often get ...

This is where hallucination is won or lost. Research on grounded summarization shows top-tier LLMs hallucinate as little as 0 ...