Caching AI ResponsesCheatsheet
Skip repeat AI calls by caching answers by prompt and deduplicating requests already in flight.
Skip repeat AI calls by caching answers by prompt and deduplicating requests already in flight.
Cancel in-flight AI requests with AbortController when the user navigates away or starts a new query.
Wait for the user to stop typing before calling the AI, so you fire one request instead of dozens.
Keep the UI responsive during slow AI calls with optimistic updates, transitions, and clear status states.
Recover from AI rate limits by respecting Retry-After and retrying with exponential backoff and jitter.
Keep AI API keys off the client by calling the provider from a server route your React app fetches.
Render AI output token by token as it streams in, so users see progress instead of a spinner.
Handle asynchronous form submissions and mutations cleanly with React 19 Actions, useActionState, and useOptimistic updates.
Unwrap promises and consume context conditionally in render with the revolutionary React 19 use API.
Keep user interfaces responsive during heavy rendering operations using useTransition, startTransition, and useDeferredValue.
Run components exclusively on the server for zero client bundle sizes, direct database access, and seamless streaming.
Understand the modern React lifecycle across render, commit, passive effects, and unmount phases.
Maximize rendering performance using React.memo, custom comparison heuristics, code splitting, and React Compiler optimizations.
Architect scalable frontend applications by selecting between local state, server caches, and global client stores.
Master advanced React testing including async assertions, Mock Service Worker (MSW), custom hooks, and Provider wrappers.
Write confident, accessible component tests using React Testing Library, Vitest, and userEvent simulation.
Build inclusive, WCAG-compliant React applications using semantic HTML, ARIA attributes, and keyboard focus management.
Master modern React function components, declarative JSX markup, fragment grouping, and expression embedding syntax.