Fix Kubernetes CPU Throttling using Kubegrade (Performance Issue Troubleshooting)

overview a pod is running but experiencing degraded performance due to cpu throttling caused by restrictive resource limits kubegrade automates kubernetes troubleshooting by detecting issues, explaining root causes, and fixing them through gitops pull requests scenario this short demo shows how kubegrade diagnoses and fixes a real kubernetes cpu throttling performance issue end to end what happens in the demo identify a deployment with performance issues confirm pod is running but throttled inspect logs and terminal signals open kubegrade visualization and select affected namespace ask the agent to diagnose throttling cause ai performs root cause analysis cpu demand exceeding defined limits detected kubegrade proposes increasing cpu limits ai generates a git pull request with the fix pr is reviewed and merged changes are applied cpu throttling disappears and performance stabilizes no manual metrics digging no resource tuning guesswork no trial and error limit adjustments this is one example the same workflow applies to cpu throttling issues performance degradation in kubernetes resource constraint bottlenecks improper cpu limits production performance instability