Empowering the GitOps Future with AI - Guangya Liu, IBM

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Empowering the GitOps Future with AI - Guangya Liu, IBM
The GitOps paradigm has revolutionized how we manage deployments in cloud-native systems. With the rise of generative AI and its widespread discussion in recent times, the question arises: What happens when we combine GitOps and AI? What benefits can GitOps derive from AI? In this talk, the speaker will dive into the exciting intersection of GitOps and AI, specifically the emerging field of generative AI and large language model, explore the potential of leveraging AI to empower GitOps workflow. By harnessing AI capabilities, envision a future where GitOps embraces intelligent automation, to eliminate manual intervention, streamline deployment process, and enhance collaboration via natural language interface. During the talk, there will be a showcase on how fine-tuned AI models can be applied to popular GitOps tool such as Argo CD or Flux CD, allowing people to express the desired changes to Kubernetes resource in human-readable format, to enhance the Kubernetes resource management.