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CI/CD in the Age of CAI
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CI/CD in the Age of CAI

Thu, December 10AI-Native Applications & Product SystemsProduction AI Systems

As teams adopt AI assistants for code generation, testing, security, documentation, and release decisions, CI/CD pipelines are becoming a natural place to integrate continuous AI into software delivery workflows.

This session explores practical ways to embed AI-driven analysis, validation, triage, and remediation into build and deployment pipelines. We will examine patterns such as AI-assisted test synthesis, intelligent failure classification, automated log summarization, RAG-driven debugging, risk scoring, and AI-powered release gates.

The talk focuses on how these capabilities can be incorporated into existing CI/CD practices to support automated reasoning and continuous improvement throughout the software development lifecycle. Attendees will gain an understanding of how AI can participate in delivery workflows beyond individual developer tools and become part of the broader pipeline.

What You Will Learn:

  • How AI-driven analysis, validation, triage, and remediation can be integrated into CI/CD workflows
  • Practical patterns including AI-assisted test synthesis, failure classification, log summarization, and RAG-driven debugging
  • Approaches for incorporating AI-powered release decisions and risk scoring into software delivery pipelines

Who Should Attend:

  • Software engineers
  • DevOps engineers
  • Platform engineers
  • Build and release engineers
  • Engineering managers
  • Technical leads responsible for software delivery
  • Teams adopting AI-assisted development practices

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About the speaker

Brent Laster

Brent Laster

Author & AI Software Engineering Educator

Brent Laster is a global trainer, author, and speaker on open-source technologies, as well as an experienced developer, manager, and director. He is also the founder and president of Tech Skills Transformations, LLC – a company dedicated to making technology understandable and usable. Throughout his career in software development and management, Brent has always made time to learn and develop both technical and leadership skills and share them with others. He believes that regardless of the topic or technology, there’s no substitute for the excitement and sense of potential that come from providing others with the knowledge they need to accomplish their goals.

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