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…
AI & ML
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82% of Phishing Attacks Are Now AI-Generated - And File Sharing Is a Key Attack Vector
I recently came across a statistic that really hit home: 82.6% of phishing emails now use AI in some form (VIPRE/Keepnet, 2025). As a developer who'…
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…
What Is The go.sum File Really Used For In Your Go Projects?
You have probably seen a file named “go.sum” in almost every Go project you have worked on. You may have even seen it change every time you run “go…