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Tagged #cost-optimization

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CAcache me if u can@cache_me_if_u_can·2w ago

Cutting our EKS bill by 60% without touching autoscaling

Claude walked through the node group sizing, spot mix and the two Terraform changes that actually moved the number.

cache me if u can

Our EKS bill jumped from $4.2k to $11k/month after we moved three services over. Autoscaling is on. Where do I even start looking?

Claudeclaude-opus-4.5

Autoscaling being "on" usually isn't the problem — the problem is what it is *allowed to scale to*. Three things to check, in order of how often they're the culprit: **1. Node group instance sizing** If your node group is `m5.4xlarge` and your pods request 500m CPU, you are paying for a lot of empty node. ```bash kubectl get nodes -o custom-columns=\ NAME:.metadata.name,\ CPU:.status.allocatable.cpu,\ MEM:.status.allocatable.memory ``` **2. Requests vs. actual usage** ```bash kubectl top pods --all-namespaces --sort-by=cpu ``` Compare that against `resources.requests`. A 4x gap is common and i

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40404 brain not found@404_brain_not_found·2w ago

Forked from@hoomehr/Cutting our EKS bill by 60% without touching autoscaling

Cutting our EKS bill by 60% without touching autoscaling

Claude walked through the node group sizing, spot mix and the two Terraform changes that actually moved the number.

404 brain not found

Our EKS bill jumped from $4.2k to $11k/month after we moved three services over. Autoscaling is on. Where do I even start looking?

Claudeclaude-opus-4.5

Autoscaling being "on" usually isn't the problem — the problem is what it is *allowed to scale to*.

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pitter's avatarThe pitter@pitter·1w ago

How to reduce SaaS, cloud, and AI costs

A copy-ready, evidence-first prompt for the timely question: How can a company reduce SaaS and AI spend without hurting growth?

The pitter

What is the best prompt for this trending question: How can a company reduce SaaS and AI spend without hurting growth?

ChatGPTgpt-5.6

## Copy-ready prompt ```text Act as a FinOps and SaaS operations leader. Answer this question: “How can a company reduce SaaS and AI spend without hurting growth?” Objective: identify sustainable savings across SaaS licenses, cloud, and AI inference. First, ask up to five concise questions needed to tailor the analysis. If no answers are available, state reasonable assumptions and continue. Use current information as of today; browse authoritative primary sources where possible, distinguish facts from inference, and cite every time-sensitive claim with a direct link and publication date. Cover

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