利用智能体人工智能实现企业级代码现代化自动化.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.1 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Sriram DevanathanHe/HimDirector,AWS Transform platform&customElio DamaggioHe/HimSenior Mgr,Pro

2、duct,AWS Transform customMorgan LuntHe/HimSenior Product Manager,AWS Transform customAutomating enterprise-scale code modernization with agentic AIM A M 3 4 2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.3Technical debt challengeGet started with AWS Transform customTransformati

3、on at scaleCustomizationValue and pricingAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.4Technical debtThe invisible drag on enterprise innovation20%of IT budget20%of IT budgets are spent managing technical debt instead of advancing new capabilities.-Forrester Research,Inc

4、.23%of developer timeDevelopers waste,on average,23%of their time due to tech debt.-Journal of Systems and Software$2.41TTech debt cost per yearIn the US alone,tech debt costs$2.41 trillion a year and would require$1.52 trillion to fix.-Accenture“Left unchecked,technical debt will ensure that the on

5、ly work that gets done is unplanned work.”Gene Kim,The Phoenix Project 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.5Security/Compliance RiskEOL runtimes(Java,Python,Node.js)Vulnerable libraries(Log4J,AWS SDK v1)Performance LimitationsOld architecture(x86,monolith)Inefficient c

6、ode patternsMissing modern featuresMaintenance BurdenOutdated dependenciesUnsupported frameworkLegacy patternsStrategic MisalignmentPost-M&A tech stack divergenceNon-standard approachesFragmented tools and practicesTypes of Technical Debt 2025,Amazon Web Services,Inc.or its affiliates.All rights res