人工智能如何影响软件开发生命周期.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D V T 3 3 4How AI is impacting the software development lifecycleChandrasekaran SivaramanSr Solutions Architect,Developer SpecialistAmazon Web ServicesSiddhesh JogSr

2、 Solutions Architect,Developer SpecialistAmazon Web Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I M P A C T O F A I I N S D L CImpact of AI in SDLCHow are development teams perceiving the AI impact in their day-to-day work?Lower entry barrier for codingEase of learnin

3、gBuilding prototypes is fasterProductivity gainsTime to market 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI ManagedAI autonomously builds and maintains software,with minimal human involvement.AI AssistedDevelopers still perform the intellectual heavy lifting and apply AI in

4、some tasks.AI Usage in Software DevelopmentHigh heavy lifting by humansHigh heavy lifting by AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.T H E C H A L L E N G EThe big gap isNo lifecycle steps.No lifecycle steps.A Single Developer Vibe-Coding a Weekend HackCrossCross-Team E

5、ngineering with Team Engineering with Practices,Tools,and Production Practices,Tools,and Production ComplexityComplexity 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI ManagedAI autonomously builds and maintains software,with minimal human involvement.AI DrivenAI orchestrates

6、the development process with planning,task decomposition,architectural suggestions Developers retain the ultimate responsibility of validation,decision-making and oversight.AI AssistedDevelopers still perform the intellectual heavy lifting and apply AI in some tasks.AI Usage in S