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What Is AI Code Refactoring? | IBM

Artificial IntelligenceIT automationRina Diane CaballarCole Strykercode refactoringartificial intelligencemachine learningnatural language processing (NLP)software developmenttechnical debtlarge language models (LLMs)trainedprogramming languagesCode LLMscode generationdebugginglegacy codeAI modelsvector embeddingsneural networksReinforcement learningunit testsintegration testsIBM Privacy StatementCI/CD pipelinessoftware development lifecycleintegrated development environments (IDEs)workflowsAI agentsGo to episodeagentic AIOpen-sourceGPTfine-tuninggenerative AIautomationJavaJavaScriptPythonIBM BobreasoningRina Diane CaballarCole StrykerReport Gartner® Top Strategic Technology Trends for 2026: AI-Native Development Platforms Read the Gartner report to discover actionable insights that will help you transform developer productivity into a catalyst for enterprise growth. Read the reportReport Gartner® Top Strategic Technology Trends for 2026: AI-Native Development Platforms Read the Gartner report to discover actionable insights that will help you transform developer productivity into a catalyst for enterprise growth. Read the reportTraining IBM watsonx® Developer Hub Support your next project with some of our most used capabilities. Get started and learn more about the supported models that IBM provides. Get startedIBM TechXchange IBM AI community Join the community for AI architects and builders to learn, share ideas and connect with others. Find your communityGuidebook Unlock AI ROI: A tactical guide to enterprise productivity Learn proven strategies to boost productivity and power enterprise transformation with AI and innovation at the core. Read the guidebookExplore BobExplore AI coding solutionsExplore AI consulting servicesDiscover BobExplore AI coding solutionsAbstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?Lossless Semantic Trees (LST)Type attributionAgentic Refactoring: An Empirical Study of AI Coding Agents

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