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How to improve the usability of AI-generated code in cloud development environments?

2025-08-21 32

Code Quality Improvement Program

Ensure the reliability of the AI output code by:

  • contextual enhancement::
    • In the project root directory, place the.cloudbaserc.jsonDeclare the type of item
    • utilization/// @cloudbase-requiredNote Designation of Special Needs
  • verification mechanism::
    • Autorun before deploymenttcb ai validateCheck:
      • Cloud Function Dependency Integrity
      • Database query efficiency
      • API Response Format
  • Progressive optimization::
    • The first version generates the base implementation code
    • follow-up action优化性能/增加缓存/提高安全性Iterative improvements such as directives

Best Practice: For business-critical components, it is recommended to generate sample code first, and then pass it through the添加单元测试The instructions refine the validation logic and finally deploy to a standalone environment for stress testing.

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