Live Profiling Kubernetes in Production: kubectl-prof Eliminates the Restart Bottleneck

kubectl-prof removes a critical operational pain point: profiling live production Kubernetes pods without restarts, sidecars, or meaningful overhead. By supporting multiple languages and generating rich diagnostics like FlameGraphs and heap dumps, it enables DevOps and SRE teams to troubleshoot performance issues faster and gain deeper visibility into production systems. This represents a meaningful shift in how teams approach real-time production debugging.