Improving code quality with CodeBuddy can be divided into three operational levels:
Basic optimization (real-time level): During the coding process, the tool will automatically mark code odors (e.g., excessively long functions, duplicate code), and specific refactoring solutions can be obtained by right-clicking on the problem area and selecting "Optimization Suggestion". For example, change conditional branching to strategy mode, extract common methods, etc.
Structural optimization (module level): After selecting an entire function or class and using the "Deep Analysis" feature, the AI will generate a complexity report and suggest optimization directions. For example, when multiple layers of nested loops are detected, it may be recommended to use map-reduce pattern to refactor.
Architecture-level recommendations (project level): In the project management view, the tool analyzes module dependencies, identifies bad flavors such as circular dependencies, and gives subcontracting options. Integrating CI/CD also establishes a quality baseline and blocks non-compliant code commits.
Actual cases show that after continuous use of the optimization recommendations, the average circle complexity of project code can be reduced from 15 to less than 8, and unit test coverage is improved by 30%+. It is recommended to use the "Global Analysis" function every week for system-level optimization.
This answer comes from the articleTencent cloud code assistant CodeBuddy: intelligent programming aids (plug-in version)The
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