智能体
blog.jetbrains.com ·
@Olga Bedrina
新报告：2026年CI/CD现状
JetBrains发布2026年CI/CD现状报告，整合四项调研数据：83.4%采用DevOps实践的受访者运行CI/CD流水线；72.8%将主CI/CD系统部署在本地或自管云，30.5%使用本地安装为五年最高；48.8%的组织至少在一项CI/CD任务中使用AI，但仅8%在构建或测试中直接运行AI步骤，28%通过MCP或agent技能与CI/CD工具交互，10%使用CI/CD产品内置助手。多数AI应用发生在流水线周边，如代码审查、编写修复测试和诊断构建失败。
AI推荐理由 JetBrains发布2026年CI/CD现状报告，给出AI在CI/CD中渗透率的具体数据（48.8%组织至少用于一项任务、仅8%在构建测试内运行AI步骤、28%通过MCP或agent技能交互），对理解AI在开发流程中的真实落地程度有较高参考价值；数据来自厂商自有调研，样本代表性需注意。
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正文
CI/CD remains one of the foundations of modern software development. According to the JetBrains Developer Ecosystem Survey 2026, 83.4% of respondents who use DevOps practices run CI/CD pipelines. The new report looks at how teams are running those pipelines, which tools they use, and where AI fits into their workflows. It brings together findings from four JetBrains studies, including the State of CI/CD Tools Survey 2026. Here are some of the numbers that stood out: 72.8% run their primary CI/CD system on premises or on self-managed cloud infrastructure. 30.5% use an on-premises installation, the highest share recorded in five years. 48.8% of organizations use AI for at least one CI/CD task. Only 8% run AI-powered steps directly inside a build or test. 28% interact with their CI/CD tools through MCP or agent skills, compared with 10% who use an assistant built into the CI/CD product. Most AI use currently happens around the pipeline. Teams use it to review code, write or fix tests, and diagnose build failures. At the same time, self-hosting remains an important part of the CI/CD landscape, especially for organizations that need more control over their infrastructure, data, security, or costs. The report also explores the most widely used CI/CD tools, why organizations maintain several platforms, what makes teams consider switching, and the main barriers to wider AI adoption. Give it a read! See the report