人工智能在软件开发领域的现状：来自 400 多家机构的洞察（由 Atlassian 赞助）.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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Justin Reock,Deputy CTOAI In the SDLCTrends across 400+companiesDX/AtlassianThe developer intellig

2、ence platform serving 400 customersMethodology and Firmographics 135,000 developers 435 companies Eng org sizes from 50 to 10000+HQs in North America,Latin America,Europe,and Asia PacificCurrent impact of AICurrent impact of AIGenAI is significantly impacting developmentGenAI is significantly impact

3、ing developmentDORA Impact of GenAI in Software Development:DORA Impact of GenAI in Software Development:https:/dora.dev/research/ai/gen-ai-report/AI seems to deliver modest gains in quality metricsAI seems to deliver modest gains in quality metricsDXI ScoreAverage Change Confidence DXI driver for A

4、I Users vs.Non-AI UsersData from 19,251 developers2.6 Point Average Gain from using AI18 pt max gain15 pt max lossAI seems to deliver modest gains in quality metricsAI seems to deliver modest gains in quality metricsDXI ScoreAverage Code Maintainability DXI driver for AI Users vs.Non-AI UsersData fr

5、om 20,012 developers2.2 Point Average Gain from using AI15 pt max gain13 pt max lossAI seems to deliver modest gains in quality metricsAI seems to deliver modest gains in quality metricsChange Failure RateAverage Change Failure Rate%for AI Users vs.Non-AI UsersData from 61 Companies0.11%Reduction fr

6、om using AI1.77%max gain1.07%max lossIndustry averages hide the big picture of quality impactIndustry averages hide the big picture of quality impactPer-company Change Confidence DXI impact for AI Users vs.Non-AI UsersData from 19,251 developersDXI ImpactIndustry averages hide the big picture of qua