Do not infer with AI that which can be queried without. That's from an internal presentation I gave at HubSpot today. --- LLMs are great, but there are a *lot* of use cases that are much better handled with a structured query (like SQL). It's much more economical, much faster and predictable. Just because an LLM can potentially answer a question you have by passing a bunch of unstructured text into the context window doesn't mean you should.