Practical guides to reduce your cloud costs. No enterprise jargon, just actionable strategies.
EKS clusters route most pod-to-pod traffic across availability zones by default, and AWS charges per gigabyte for each crossing. The Kubernetes 1.35 trafficDistribution directive fixes it in one line.
S3 ships with conservative defaults that protect data and silently accumulate cost. Five patterns that bleed money, with concrete detection and fixes.
Traditional chargeback works because cloud resources have clear ownership. AI breaks that model. A different framework for showback and chargeback when inference is shared and workflows are agentic.
A quiet GCP policy change turned public Firebase and Maps API keys into a Gemini billing vector. Real incidents from April 2026, why it happens, and how to lock down in under an hour.
Cloud cost tools tell you about yesterday's spend because that's when the billing data lands. The signals that change cost in real time exist today. Here's how to use them.
AI costs are the fastest-growing cloud bill line item and don't follow traditional pricing rules. Learn where they hide and how to control them.
Most engineers doing FinOps never asked for the job. This guide covers how to survive the role, what to learn first, and how to get results fast.
FinOps teams manage 4x the scope with the same headcount. AI agents that monitor anomalies and find savings can be the team you can't hire.
Case study on optimizing Hive and Spark batch jobs on Dataproc. We cut runtime by 30% through container tuning and engine selection.
FOCUS is the open spec that standardizes billing data across AWS, GCP, and Azure. Learn what it is, why it matters, and how providers support it.
Network egress catches every GCP team at least once. Covers egress pricing tiers, Cloud NAT costs, CDN economics, and how to cut spend.
Managing costs across clouds is harder than managing one. Covers FOCUS normalization, unified views, tagging, and commitment strategies.
Azure bills are full of traps most teams miss. Covers VM rightsizing, Reservations vs Savings Plans, AKS optimization, and Log Analytics control.
Most teams overspend 20-40% on AWS without realizing it. Covers EC2 rightsizing, Savings Plans, S3 optimization, and a monthly review framework.
AI is the fastest-growing line item on GCP bills. Learn to find AI costs in billing exports, understand pricing, and allocate spend by model.
Most teams scan 10-100x more data than needed in BigQuery. Covers partitioning, clustering, slot management, and storage optimization.
No FinOps team needed. A repeatable 10-minute weekly routine using GCP native tools to catch waste before it compounds.
Practical strategies to reduce Cloud Composer spending without disrupting pipelines. Covers rightsizing, scheduling, and migration paths.
A practical guide to finding and cleaning up unused GCP resources. Learn to use Recommender, audit manually, and prevent waste from accumulating.
Step-by-step guide to enable GCP billing export to BigQuery. Learn setup, export types, your first queries, and common troubleshooting tips.
Compare GCP cost optimization tools for growing teams. From native GCP tools to affordable third-party options, find what works.
A practical guide to GCP CUDs. Learn when to buy, how much to commit, and avoid common mistakes. Includes calculator and decision framework.
Practical strategies to reduce your Google Cloud costs without enterprise complexity. Built for growing companies who need results, not overhead.
