New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

Claude cannot think; it can only imitate. You must treat it like a fancy autocomplete and not like a programmer.

Abstract: Refactoring is crucial for maintaining a project, but it requires developers to understand code structure and system design principles well. Recent research on Large Language Models(LLMs) ...

Abstract: Detecting and refactoring code smells is challenging, laborious, and sustaining. Although large language models have demonstrated potential in identifying various types of code smells, they ...