Architecture

Understanding Things Anyway

I’ve been noticing something weird lately. Not with AI itself. AI is obviously getting better: the models are getting better, the tooling is getting…

Everyone Needs a README for Their Life

"If you don't document it, the next person inherits your confusion—and that next person is often you, six months later, in a different city, wonderi…

Bugs and Slop. What’s in a Name?

Before I broke into software engineering, I spent a decade in retail management. It was high-stress, fast-moving, and punishing. If a metric slipped…

Responsible Disclosure Case Study: Critical Authorization, Identity and Credential-Exposure Risks Affecting SIPEF-Related Platforms

Executive Summary In 2026, I privately disclosed multiple high-severity security concerns affecting systems associated with SIPEF Group, a multinati…