The quality of generation can be significantly improved by
- Demand clarification: It's more accurate to use "create an asynchronous data fetch hook with loading state" than "make a data fetch function".
- Model Selection: Prefer Groq's Kimi K2 model (faster) or OpenAI GPT-4 (more rigorous logic)
- step by step verification:: Mr. Makoto becomes the base structure, and then gradually adds details (style → interaction → border processing)
- error correction: Feed runtime errors directly to the AI (e.g., "TypeError: undefined handling"), which can be fixed automatically in most cases.
Combined with these tips, code first-time availability can be increased from 60% to over 85%.
This answer comes from the articleOpen Lovable: using AI to quickly clone web pages into React appsThe
May not be reproduced without permission:AI productivity tools " How to improve the accuracy and usability of AI-generated React code?
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