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Learn how to scale AI development using Software Templates in Backstage through this 21-minute conference talk from CNCF. Discover practical solutions for platform engineers managing rapid changes in LLMs, model infrastructure, and deployment practices while providing developers with intuitive, self-service access to the latest tools. Explore real-world challenges including keeping pace with frequent LLM updates and evolving model architectures, automating GitOps and infrastructure updates using tools like Renovate, and bridging the gap between template UX expectations and current Backstage capabilities. Gain insights into building and maintaining templates that integrate with Tekton, ArgoCD, and Model Catalog to support AI development at scale, with actionable lessons for using Backstage in rapidly evolving software ecosystems.
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