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Chef is particularly well suited for rapid prototyping but with the debugging challenges of generating code

2025-08-22 577
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As an AI generation tool, Chef has an absolute advantage in prototyping speed, but the technical evaluation shows that it has two types of typical problems: first, the generated TypeScript code may have type errors around 15%, which mainly occurs in complex state management scenarios; and second, the completeness of the functional implementation depends on the quality of the cue word, and it takes an average of 3 iterations in the test to achieve the expected The solution is to combine the built-in editor with the fast-acting editor. The solution is a combination of the built-in editor's quick-fix suggestions (automatically fixing 60% of syntax errors) and the real-time log tracking provided by the Convex console. Real-world examples have shown that although the initial code took 20 minutes to debug when developing the e-commerce system, the time savings of 80% compared to traditional development still makes it significantly more cost-effective.

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