2648 - 进化你的代码：利用人工智能和Vibe Coding增强现有项目（BYOD）.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025Session 2648Bradley Steinfeld,Michael Roudnitski,Rav AhujaSoftware Architect,Software Engineer,Global Program Director&CCOIBM Skills NetworkEvolve Your Code:Enhancing Existing Projects with AI and Vibe CodingWeve all been thereIBM TechXchange|2025 IBM Corporat

2、ion2The cost of Poor Software Quality in the US alone has swelled to at least$2.41 trillion$2.41 trillion annuallyDevelopers spend 33%of their 33%of their time time fighting existing codeCost of Poor Software Quality in the U.S.:A 2022 Report-CISQAccenture Tech Debt Report,Stripe Developer SurveyIBM

3、 TechXchange|2025 IBM Corporation3Thats time NOTNOT spent building new featuresIBM TechXchange|2025 IBM Corporation4What if AI could help?IBM TechXchange|2025 IBM Corporation6Vibe Coding:Your Collaborative AI PartnerIBM TechXchange|2025 IBM Corporation7Theres a new kind of coding I call vibe coding,

4、where you fully give in to the vibes,embrace exponentials,and forget that the code even exists.-Andrej KarpathyIBM TechXchange|2025 IBM Corporation8Agenda010203040506Agentic ToolingReal World ExamplesPro TipsMCPsHands-on LabQ&AIBM TechXchange|2025 IBM CorporationUse Agentic AI to understand,improve,

5、and maintain existing projectsIBM TechXchange|2025 IBM Corporation10AutomatedAutomated Interface:ProgrammaticAI Role:Autonomous AgentExamples:Codex,Claude Code SDK,Gemini CLI,AiderCommand LineCommand Line Interface:CLIAI Role:Team of AgentsExamples:Codex,Claude Code,Qwen3-coder,Gemini CLI,Amazon Q,A

6、iderVisualVisual Interface:UI/IDEAI Role:Pair ProgrammerExamples:IBM Bob,Cursor,Windsurf,Cline,Codex Extension,Claude Code Extension,Bolt,Figma MakeIBM TechXchange|2025 IBM Corporation11Use the right tool for the right purpose-not necessarily one over anotherAI Coding ToolkitQuick iterationsQuick it