Kubernetes
Practical
By Samson Tanimawo, PhD
Published Sep 28, 2025
4 min read
Per-Pod Resource Monitoring
Per-pod metrics critical for debugging.
Live workflow · 3 working · 1 queuedLive
Signal · gather Working
Decide · pick action Working
Apply · with verify Working
Learn · update playbook Queued
CPU
per-pod cpu_usage. Compare to requests.
Right-sizing input.
Memory
per-pod working set. Watch for trending up (leak).
OOM precursor.
Custom
App-specific metrics. Queue depth, request rate.
Service-level signal.