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Kubernetes has so many moving pieces that without observability, it's "on the verge of pointless" — so says *Itiel Shwartz*, Co-Founding CTO at *Komodor*. In this interview, Itiel shares how *AI SRE* is reshaping observability, why his team spends *80% of development time on validation* rather than building features, and why he sees Kubernetes becoming the control plane for all infrastructure. In this interview: - Why *AI SRE* is the biggest trend in observability — and what "the max frontier" looks like - The fight between *Cluster API* and *Crossplane* for multi-cluster management - How Komodor validates AI features with *LLM-as-a-judge*, A-B testing, and benchmarking AI in Kubernetes operations is inevitable — the question is who can actually deliver on the promise. Find all the links and info for this interview here: https://ku.bz/b9bDXQ_xq CHAPTERS ========= 00:00 Introduction 00:06 Emerging Kubernetes Trends 00:19 AI SRE and Observability 00:50 First Tool on a New Cluster 01:25 Multi-Cluster Management 02:29 AI Guardrails in Production 03:24 What's Next for Kubernetes