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#code-refactoring News & Analysis

2 articles tagged with #code-refactoring. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv โ€“ CS AI ยท Apr 67/10
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AI-Assisted Unit Test Writing and Test-Driven Code Refactoring: A Case Study

Researchers demonstrated AI-assisted automated unit test generation and code refactoring in a case study, generating nearly 16,000 lines of reliable unit tests in hours instead of weeks. The approach achieved up to 78% branch coverage in critical modules and significantly reduced regression risk during large-scale refactoring of legacy codebases.

AINeutralarXiv โ€“ CS AI ยท Mar 55/10
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CodeTaste: Can LLMs Generate Human-Level Code Refactorings?

Researchers introduce CodeTaste, a benchmark testing whether AI coding agents can perform code refactoring at human-level quality. The study reveals frontier AI models struggle to identify appropriate refactorings when given general improvement areas, but perform better with detailed specifications.