EMA：2025 AI在DevOps中的应用研究报告：应用与治理失衡下的开发者角色演进（英文版）（31页）.pdf

1、AI in DevOps:Adoption Outpaces Governance as Developer Role EvolvesOctober 2025 EMA Research ReportBy Dan Twing,President and COO of EMAand Pete Goldin,Editor and Publisher of DEVOPSdigestPrepared for:Table of Contents3 Executive Summary5 Methodology7 AI Tools are Becoming Mainstream,but Caution Pre

2、vails9 Balancing Advantages and Concerns10 Adoption Guided by Governance11 Duality of Impact:AI Tools Can Help and Hinder Code Quality12 Improvements in Quality and Standards13 Persistent Challenges and Security Risks14 Mixed Experiences Across Teams15 Implications for Development Leaders16 Security

3、:The Central Focus of AI-Augmented DevOps17 Embedding Security Throughout the Lifecycle18 Expanding DevSecOps Capabilities Through AI19 Future Priority:Real-Time Detection19 Implications for IT Leaders20 Governance is a Shared,Enterprise-Wide Responsibility21 Governance Policies Ensure Safe AI Use22

4、 Enforcement Through Controls and Oversight23 Shared Ownership Across Functions23 Implications for Leaders24 The Future of AI in Development Points to Greater Autonomy25 Emerging Priorities for AI in DevOps26 Vibe Coding as a Development Translator27 Transforming the Developer Role27 Implications fo

5、r IT and Development Leaders28 EMA PerspectiveExecutive Summary.2EMA Research Report|AI in DevOps:Adoption Outpaces Governance as Developer Role EvolvesExecutive Summary Duality of ImpactThe impact of AI is double-edged.Enterprises report improvements in test coverage(56%),code formatting(55%),and a

6、dherence to standards(53%),yet also point to vulnerabili-ties(50%)and code defects(42%)as persistent challenges.A majority(57%)describe negative or neutral experiences when AI degrades workflows,typically through inconsistent results.The tools are accelerators,but without oversight they magnify defe