Writing from experience

Notes from ten years of building products: what worked, what didn't, and how I approach SaaS, mobile, and full-stack development today.

Using AI in SaaS Builds Without the Generic Output

What I have learned shipping SaaS with AI tools: where they save time, where they create mess, and how to keep product judgment in the loop.

How I scope, architect, and harden SaaS MVPs for clients and in-house products: workflow first, boring infrastructure, billing you can trust.