抛弃你老旧的SRE策略：利用AI SRE在几分钟内找到根本原因（由Resolve AI赞助）.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Spiros XanthosFounder&CEOResolve AIJosh GroseHead of SEResolve AIAngelo MarlettaStaff Software Eng

2、ineerCoinbaseDitch your old SRE playbook:AI SRE for root cause in minutesA I M 2 6 0-SSpiros XanthosFounder&CEOResolve AIJosh GroseHead of SE/CSResolve AIAngelo MarlettaStaff Software EngineerCoinbaseSoftware Engineeringruntime behaviorand more.service dependenciessecurity posturecost optimizationfa

3、ilure modesresource utilizationnetwork latencydata consistencyapplicationdeploymentCodingProductionAI waves insoftware engineeringWave 1Models and copilots accelerated individual tasksapplicationdeploymentCodingAI waves insoftware engineeringWave 2AI agents embedded into engineering toolsWave 1Model

4、s and copilots accelerated individual tasksapplicationdeploymentCoding16%of developer time is spent on codingSource:IDC 2025 Survey Spotlight-How Do Software Developers Spend Their Time?-doc#US5320475Where does the remaining time go?ProductionComplianceLog queriesDocumentationOn callBuilding context

5、Evidence gatheringWorking across toolsCoordinationTrade offsapplicationdeploymentProblem solvingOptimizationDesign decisionsCoding70%of the time is spent managing productionSoftware Engineering100s of services across 10s of teamsComplex,ephemeral infra with databases,messaging services and moreLow-l

6、evel tools for logs,metrics,dashboards,feature mgmt,CICD,etcCodeToolingInfraProduction is hard for humans and modelsToolingCodeInfraApplicationEngineersPlatformEngineersSREsIT OpsSecurityEngineersSupportEngineersProduction is hard for humans and modelsSpecialized skillsComplex productionProduction i