Methodology, engineering, and how we build with AI across the full stack.
AWS autoscaling scales identical copies of a service. FaaS packs real customer databases onto real servers. This is the story of building the loop that makes room before signup fails.

AI isn’t just for big corporations. Practical ways small business owners use AI today to cut busywork, improve customer service, and grow — without the hype.
I was waiting on Apple to approve an in-app purchase and asked myself why. It went against everything I stand for. So I applied my methodology and moved the entire experience to the browser.
Using AI across the entire process—architecture, infrastructure, database, application, product, and methodology—not just for writing code.