Project Lightning Talk: Transforming your Application Behavior to Kubernetes Objects
Lightningat KubeCon + CloudNativeCon Europe 2025 · on Tuesday, 2025-04-01· at 14:36· Platinum Suite | Level 3·
summary
Kubescape records runtime behavior as Kubernetes objects using eBPF and stores them as ApplicationProfiles; initial CRDs balloon from ~100 KB to 100 MB CRD when tracking all containers, execs, opens, network endpoints and call stacks. Early use of Falco libs causes high CPU and memory, so the project switches to Inspector Gadgets, moves storage out of etcd into files plus a SQL index with direct I/O, and reduces load by sending diffs and gRPC instead of full JSON objects.
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