
AI-Powered API Design
How LLMs Are Changing How APIs Are Architected, Documented, and Tested from Day One
Practical thoughts on AI, product building, and technology - based on real problems, real solutions, and what actually works.

How LLMs Are Changing How APIs Are Architected, Documented, and Tested from Day One

Most companies are adding AI features. Very few are building AI-native applications. There's a difference - and it's costing teams months of rework.

How IaC transforms cloud infrastructure from a manual bottleneck into a version-controlled, automated, and scalable business asset

Cloud cost disasters rarely start with one big decision. They start with small, invisible ones. Learn how AI-powered FinOps closes the gap between what you build and what you actually pay.

How migrating to Next.js 14 took a client's Lighthouse score from 54 to 91, cut LCP from 4.1s to 1.4s, and drove a 40% organic traffic increase in 90 days

When public delivery is not an option, a Private REST API Gateway with a VPC Interface Endpoint gives you a controlled, non-public path for serving static content