Codifying K8s Knowledge: How We Built the Ultimate SRE Companion with Bedrock
DevOpsDays Tel Aviv via YouTube
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In this 30-minute conference talk from DevOpsDays Tel Aviv, learn how Komodor's CTO and Co-Founder Itiel Shwartz transformed Kubernetes management by building an AI-powered SRE companion using Amazon Bedrock. Discover the architectural decisions behind creating a system that understands incidents rather than just responding to them. Explore how they integrated Bedrock's foundation models into troubleshooting workflows, optimized prompts for relevant diagnostics, and unified diverse data sources including Helm charts, CRDs, and container logs to create a comprehensive operations knowledge layer. Gain practical insights into how generative AI is revolutionizing on-call duties and incident response for Kubernetes environments at scale.
Syllabus
Codifying K8s Knowledge: How We Built the Ultimate SRE Companion with Bedrock,Itiel Shwartz, Komodor
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DevOpsDays Tel Aviv