Lingma's file editing feature supports multi-file editing and tool usage to help developers with coding tasks, such as implementing requirements, solving problems, generating unit test cases, and modifying code in batches. This topic focuses on best practices for core scenarios in frontend and backend development. Lingma can also integrate with your company's private data to provide personalized recommendations and code generation. This integration significantly improves development efficiency and quality.
Backend best practices
This section describes how Lingma's file editing feature uses your company's knowledge base to generate personalized, intelligent code in four core backend development scenarios.
Code generation based on API reference: Generates high-quality business code based on your local project code and API reference.
Code generation based on business frameworks: Integrates with your company's business frameworks to reuse standardized business code. This improves development efficiency and reduces redundant development costs.
Code refactoring based on custom technology stacks: Helps you efficiently replace components by integrating with your company's custom technology stacks. This integration ensures system quality and consistency, shortens migration cycles, and reduces risks.
Unit test generation with the unit test agent: Uses the unit test agent to generate and run unit tests in batches for changed code or specified files. This improves unit test coverage and code quality.
For more information about the scenarios and best practices, see File editing backend best practices.
Frontend best practices
This section uses three frontend development scenarios to describe how Lingma's file editing feature integrates with a company's knowledge base to solve common development pain points. These pain points include difficulty in reusing components, high costs of technology stack migration, and long requirement-to-delivery cycles.
Intelligent component integration: Imports custom components based on your local project and the frontend component documents in your company's knowledge base.
Frontend component replacement and refactoring: Replaces components and refactors code based on your local project and the frontend component documents in your company's knowledge base.
Text-to-code generation: Generates prototype pages from natural language descriptions of requirements.
For more information about the scenarios and best practices, see File editing frontend best practices.