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Refine Blog

Practical AWS cost & security guides

Anchor posts on the patterns that move the needle, plus a working archive of older guides. Written by the engineers building Refine.

Anchor posts

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Anchor postSeptember 4, 20267 min read

Refine Plans Are Live — What “Launching Soon” Actually Meant

Growth, Scale and Enterprise are assignable today — the badge was on the wrong noun. Self-serve checkout is what's still in build. Here's that correction, and what shipped alongside it.

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Anchor postAugust 21, 20265 min read

Refine Pricing Is Here: Free, Growth, Scale, and Enterprise

We designed pricing the way we design the product: one visible number decides your plan, flat prices, and a free tier that stays genuinely useful.

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Anchor postAugust 18, 20266 min read

Connect AWS to Refine in Minutes with CloudFormation Quick-Create

One click now stands up everything Refine needs — a FOCUS 1.2 billing export and a read-only IAM role only Refine can assume. No access keys.

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Anchor postAugust 14, 20265 min read

Product Update: The Refine Dashboard Is Now 3× Faster

Login-to-dashboard dropped from 12.5 seconds to under 4, API calls fell from 146 to 28 — and every screen now agrees on the same numbers.

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Anchor postMay 12, 20267 min read

AWS Cost Anomalies: Catching Them Before They Compound

Why threshold alerts miss the anomalies that matter, and what statistical baselines + AI commentary do differently.

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Anchor postMay 8, 20266 min read

S3 Storage Class Tuning Without Breaking Apps

How to move cold S3 data to cheaper tiers without paying retrieval surprises or breaking the apps reading from it.

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Anchor postMay 5, 20267 min read

EC2 Right-Sizing 101

A practical guide to right-sizing EC2 instances without breaking workloads — what to measure, what to ignore, and how to roll back.

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Anchor postMay 1, 20266 min read

Tag Governance: A FinOps Foundation

Why tag governance is the foundation every other FinOps practice depends on, and how to get to mature tagging without a rebuild.

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Anchor postApril 25, 20266 min read

Security Findings That Quietly Cost You Money

The security misconfigurations that don't get audited but slowly drain budget — and how to spot them in your AWS account.

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Refine is built and supported by HabileLabs, an AWS Advanced Tier Services Partner.