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We’ve seen how generative AI elevates coding, unit testing, and functional testing. Now, we turn our attention to infrastructure as code (IaC)—an integral part of cloud-native DevOps (Chapter 4 )—and extend that concept to data provisioning for realistic, secure testing environments. IaC ensures consistent, declarative, and version-controlled definitions of servers, containers, networks, and configurations. Meanwhile, data provisioning ensures that test/staging environments have accurate, representative data—often a subset or masked copy of production.

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Generative AI for IaC and Data Provisioning

  • 章节

  • 发表日期：

    2025年

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  • Roman Vorel

摘要

We’ve seen how generative AI elevates coding, unit testing, and functional testing. Now, we turn our attention to infrastructure as code (IaC)—an integral part of cloud-native DevOps (Chapter 4 )—and extend that concept to data provisioning for realistic, secure testing environments. IaC ensures consistent, declarative, and version-controlled definitions of servers, containers, networks, and configurations. Meanwhile, data provisioning ensures that test/staging environments have accurate, representative data—often a subset or masked copy of production.