I Cut a Startup's AWS Bill by 40%: Here's How
A technical teardown of how poorly designed AWS architectures bleed money, and how a freelance Cloud Architect optimizes them.
A few months ago, I was hired by a Series A B2B SaaS startup that was burning through their runway at a rapid pace. Their most significant expense, aside from payroll, was their AWS bill, which stood at an astonishing $14,000 per month. The startup was on the verge of hiring a full-time Senior DevOps engineer, costing $130,000 per year, just to manage the wasteful spending.
Instead, I provided a flat-rate freelance architectural teardown service. Within four weeks, I re-architected their entire cluster, migrated legacy workloads, and reduced their monthly AWS bill to under $8,000—a 40% decrease, saving them over $70,000 annually while eliminating the need for a full-time infrastructure engineer. Here's the technical breakdown of how I fixed their poorly designed cloud architecture.
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