Stop guessing Kubernetes requests and limits

Use Grafana and Prometheus metrics to find wasted Kubernetes CPU and memory, then decide what is safe to change.

Kubernetes production readiness checklist preview

Download the workbook, cheatsheet, and examples to turn Kubernetes request and usage metrics into a clear review plan.

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Most Kubernetes cost reviews start in Grafana: compare requests to usage, find waste, add a buffer, and hope the change is safe. That works for a few workloads. It breaks when you need to repeat it across real teams and real workloads.

01

Before you lower a request, know what that value controls. CPU and memory requests affect scheduling, bin-packing, autoscaling, QoS, throttling, OOM behaviour, and how much spare capacity your cluster carries.

Read the article →
02

The same recommendation can be safe for one workload and dangerous for another. Java heaps, Node.js old-space, Go GC, Python workers, sidecars, HPAs, batch jobs, and startup spikes all change the decision.

Read the runtime guide →
03

Use the dashboard to spot workloads worth reviewing: high request-to-usage gaps, throttling risk, memory pressure, restarts, QoS signals, and places where missing context makes the decision unsafe.

View the dashboard →
04

Watch the full review flow: start from Grafana and workload metrics, identify suspicious requests, check the risks, estimate whether the savings are real, and turn the finding into something an owner can approve.

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Move from “this workload looks over-requested” to a clear next step: who owns it, what to change, what it saves, and what could go wrong.

By downloading, your email will be shared with StormForge, who may contact you about their products and services. You can unsubscribe from their communications at any time. See StormForge's privacy policy.

Kubernetes production readiness checklist preview

Included

  • Review spreadsheet
  • Import examples for OpenCost, Prometheus/Grafana, and manual entry
  • Runtime notes for common workload types
  • Short field guide for running the review

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