useEffect in React AI Apps: Patterns for Streaming, RAG, and Tool Calls
Last Updated: August 23rd, 2026
The most common mental trap when migrating from class components to hooks is treating useEffect as a one-to-one replacement for componentDidMount. That mental model breaks down fast in AI apps where you're fetching model lists, embeddings, or fine-tuned weights on mount. The pattern looks…
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