AI驱动架构：大规模分布式系统设计 [重复].pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A R C 3 3 8-RAI-Driven architecture:Designing distributed system at scaleKunaruk OsatapiratSenior Solutions ArchitectHe/HimDerick ChenSolutions ArchitectHe/Him 2025,

2、Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhats not workingThe AI-Driven Approach:AI-DLCKey Concepts and PracticesLets Architect!2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Whats not w

3、orking 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.MethodToolingArchitecture at ScaleLack of intentional design by established methodologies,with or without AIDevelopment tools can bring more capabilities to integrated designPracticeEnforcing enterprise standards and complianc

4、e across teams 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.And with AIDevelopers still perform the intellectual heavy lifting and apply AI in narrow tasksAI-AssistedAI autonomously builds and maintains software,with least or zero human involvement.AI-Managed 2025,Amazon Web Se

5、rvices,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI-Driven Approach 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Faster&Better5x to 20 x FasterUnified WorkConsistency 2025,Amazon Web Services,Inc.or its affiliat

6、es.All rights reserved.AI-Driven Development Lifecycle(AI-DLC)AI Creates PlanHumans Verify the PlanAI Refines the PlanAI Executes the PlanHumans Verify the OutcomeAI orchestrates the development process with planning,task decomposition,architectural suggestions etc.Developers retain the ultimate res