The Hidden Egress Traps in Kubernetes
Most cloud bills spike from data transfer, not compute. Map your east-west and egress paths before they drain your margin.
A step-by-step playbook to triage sudden spend spikes and prevent them from happening again.
When costs spike faster than your alerts, you need an incident response muscle—not a spreadsheet. Here is a lean runbook you can run in under 30 minutes.
Incident: Spend spike in checkout namespaceImpact: +$1,200/day vs baseline; no user impactTrigger: HPA max raised from 10 -> 80 after deploy abc123Action: Capped at 20, rightsized worker to 300m/512Mi, added guardrail to block >50 replicasFollow-up: Burn rate monitor in CI, PV size alerts, review in next platform syncCost incidents will keep happening. The difference between chaos and control is a practiced runbook that ships fixes as code, not as a PDF.***
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Most cloud bills spike from data transfer, not compute. Map your east-west and egress paths before they drain your margin.
Pair latency and availability targets with spend guardrails so reliability does not blow up your cloud bill.
Before you trust ML to resize pods, fix your signals, budgets, and guardrails. Otherwise AI just automates bad guesses.
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