Mitali Bhalla
With over 4 years of experience managing and optimizing complex Kubernetes and OpenShift clusters, I specialize in ensuring the reliability, scalability, and performance of infrastructure in dynamic environments. Passionate about site reliability engineering, I focus on automating processes, improving system uptime, and troubleshooting complex issues across large-scale cloud-native platforms.
Red Hat, Inc
Site Reliability Engineer
Session
Kubernetes is constantly talking—your cluster fires off thousands of tiny clues about what it’s doing, what’s breaking, and what’s about to break. But most of that insight disappears before anyone sees it. This talk shows how to turn those fleeting events into actionable intelligence using LightRAG, a lightweight retrieval engine that gives your cluster a fast, durable “memory.” We’ll explore how embedding-based retrieval can reveal hidden patterns, connect related failures, and answer questions like “What just changed?” or “Has this meltdown happened before?” Attendees will walk away with a simple, low-cost architecture for bringing event intelligence to Kubernetes—no GPUs, no heavy AI stack, just clearer visibility into how their clusters really behave.