CAVESPEAK

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If you ever want to swap the backend to a direct OpenAI or Anthropic key (e.g. to control costs yourself), that's a straightforward change — replace invokeLLM with a direct fetch to the OpenAI API using your own key stored as a secret.

Swap backend to direct OpenAI/Anthropic key (cost control). Replace `invokeLLM` with direct `fetch` to OpenAI API. Use own key, store as secret.

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While no direct competitor renovation timelines were cited, the OCCC’s $187 million CIP and ongoing upgrades suggest a strategic effort to maintain competitive advantage in the convention market.

Competitor renovation timeline not cited. OCCC $187M CIP, ongoing upgrade → strategic effort → maintain competitive advantage in convention market.

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React component re-render. New object ref each render cycle. Pass inline object as prop. React shallow comparison see different object every time. Trigger re-render. Use useMemo to memoize object.

A React component will re-render. A new object reference is created during each render cycle. When you pass an inline object as a prop, React's shallow comparison will see a different object every time. This will, in turn, trigger a re-render. To prevent this, you should use `useMemo` to memoize the object.

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The reason your React component is re-rendering is likely because you're creating a new object reference on each render cycle. When you pass an inline object as a prop, React's shallow comparison sees it as a different object every time, which triggers a re-render. I'd recommend using useMemo to memoize the object.

React component re-render. New object ref each render cycle. Pass inline object as prop. React shallow comparison see different object every time. Trigger re-render. Use useMemo to memoize object.