使用生成式 AI 的高级 DevOps 实践.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Z U R I C H|1 1 S E P T E M B E R,2 0 2 5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Advanced DevOps practices with generative AIRamon Lopez NarvaezD E V 3 0 2Senior Solutions ArchitectAmazon Web Services 202

2、5,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agenda01Why DevOps?02Measuring your DevOps maturity03Generative AI for DevOps04Accelerating software delivery05Enhancing operations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why DevOps?2025,Amazon Web Services,I

3、nc.or its affiliates.All rights reserved.Life before DevOpsWallIT operationsDeveloper 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is DevOps?+CultureProcessTechnology 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What challenges does DevOps address?Sca

4、leRapid deliveryReliabilityCollaborationSecurity 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Measuring your DevOps maturity 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Stability metricsThroughput metricsMeasuring your successChange failure rateMean time

5、to recoveryDeployment frequencyLead time 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How do you stack up?Source:2023 DORA State of DevOps reportMetricElite High Medium Low Change lead time 1 day1 day 1 week1 week 1 month1 week 1 monthDeploy frequencyOn demand1/day 1/week1/week

6、 1/month 1/week 1/monthFailure rate5%10%15%64%Recovery time 1 hour 1 day1 day 1 week1 6 months 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How do elite organizations do this?Automation.CI/CDIaCTesting and monitoringVersion control and code reviewFeedback loopsSelf-healing syst