Kubernetes CPU limits make your apps (very) slow and costly. CPU throttling analyzed, with proof.
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Updated
Aug 19, 2026 - Shell
Kubernetes CPU limits make your apps (very) slow and costly. CPU throttling analyzed, with proof.
Memory Consumer for Java Application (OOM Killed)
Workload-agnostic Kubernetes OOM watchdog sidecar: rescues memory-bursty containers via in-place pod resize (pods/resize), borrows memory under host-safety guards and returns it when pressure clears.
OOCKilled is OOMKilled for CPU
Read-only Kubernetes pod triage — crash/OOM/saturation root-cause as a token-thrifty markdown digest. CLI + MCP server.
Why Java containers get OOMKilled with nothing in the log, reproduced in a minute: exit 137 vs a diagnosable OutOfMemoryError, and the measured truth about MinRAMPercentage
Explains why a Kubernetes pod crashed: a kubectl plugin and in-cluster controller that turns crashes into 18 stable cause codes for Prometheus, Loki and Grafana.
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