Insights for
Builders & Founders
Practical advice on infrastructure, cloud costs and scaling your AI startup — written by engineers who work with it every day.
Why Your Startup Is Overpaying for Cloud (And How to Fix It)
Most startups waste 30–50% of their cloud budget. Here are the five most common mistakes we see — and actionable steps to fix each one.
The Real Cost of Running AI Infrastructure in 2026
GPU costs, model serving, data pipelines — running AI in production is expensive. Here's a realistic breakdown of what it actually costs and where you can save.
The Solopreneur's Guide to Production-Ready Infrastructure
You're a solo founder building a product. Here's how to set up infrastructure that's reliable, affordable and won't keep you up at night.
From Seed to Scale: The Infrastructure Checklist for Funded Startups
You've just raised your round. Congratulations. Now here's the infrastructure checklist that will help you scale without burning through your runway.
Why We Call Ourselves Partners, Not Vendors
There's a meaningful difference between a service provider and a partner. Here's what that means for how we work with startups.