How I Saved $50K/Month in Cloud Costs
Two specific solutions that delivered $30K + $20K in monthly savings, with exact technologies and step-by-step implementation.
I'm a cloud infrastructure engineer who slashed $50K/month from a real production bill — and documented every step. Here you'll find battle-tested guides, open source tools, and free calculators to help you do the same.
// Free Calculators
View all calculators →See how much VPC endpoints save vs. NAT Gateway. Most teams cut 80–91%.
R2's zero-egress model saves 60–80% vs S3 for most storage workloads.
RDS vs Aurora vs PlanetScale vs Neon — real cost for your instance + I/O mix.
Compare compute, storage, and egress across all three major clouds.
Lambda vs Azure Functions vs GCP vs Cloudflare Workers — real cost for your invocations + duration.
See exact savings from Reserved Instances and Spot across 20+ instance types.
gp3 vs gp2 vs io2 — with full IOPS and throughput breakdowns. Stop paying gp2 prices.
CloudFront vs Cloudflare vs Fastly vs BunnyCDN — real costs for your bandwidth.
15 questions, 5 dimensions — score your cloud financial management maturity and get a personalized action plan.
// Recent Articles
View all articles →AI API costs are the fastest-growing line item for teams shipping AI features. Most teams pick a provider and never compare again. Here's what that costs you — and how to pick the right model for every workload.
Arctic Wolf just claimed 'the world's largest commercial Agentic SOC' at RSAC 2026 — and existing customers get it at no extra charge. Here's what that means for your SOC budget, and whether MDR-native AI beats purpose-built agentic vendors on cost and capability.
The average AWS account has 30–40% of EC2 spend on oversized instances. Here's the systematic process to identify them, validate downsizes safely, and automate ongoing right-sizing — with real commands and real numbers.
AWS has seven S3 storage classes and most teams are using the wrong ones. Here's the complete breakdown with real pricing, retrieval costs, and a decision framework you can apply today to cut your S3 bill by 40–70%.