⚛️Frontend UI
AI Code Review & Detection for React
AI-generated React components often feature stale closure bugs in hooks, inline object allocations causing infinite re-renders, and state mutations.
Common AI Code Smells in React
Identified by VibeFix 24-Point Neural DNA Forensic Analysis
AI Pattern #1
Missing useEffect Dependency Array
AI prompts often yield hooks that trigger infinite API loops or capture stale variables inside closures.
// AI-Generated Pattern
useEffect(() => {
fetchData(userId);
}); // Missing [userId] dependency arrayAI Pattern #2
Direct State Mutation in Handlers
LLMs sometimes mutate React state objects directly instead of using setter functions or immutable spread operators.
// AI-Generated Pattern
const handleAdd = () => {
items.push(newItem); // Mutates state directly!
setItems(items);
};Recommended Remediation Rules for React
- ✓Enforce eslint-plugin-react-hooks in build pipeline
- ✓Use functional state updates for concurrent rendering safety
- ✓Memoize expensive callbacks with useCallback