From Pattern Scanner to Security Researcher: The Code Review Upgrade
The code review skill now runs four sequential passes — structural recon, pattern scanning, semantic data flow tracing, and self-verification with confidence ratings.
The code review skill now runs four sequential passes — structural recon, pattern scanning, semantic data flow tracing, and self-verification with confidence ratings.
After publishing here for months, I'm moving my writing to X. Here's why and where to find me going forward. I've been writing on this blog for a long time. Long enough that the posts span different eras of how I thought about security,
Ten refineries destroyed in 21 days across four continents. All reported as unrelated accidents. Here is what the pattern reveals and what you can actually do about it.
Homograph attacks have been known for two decades, yet they still fool even security-conscious users. The problem isn't awareness. It's that checking URLs visually exploits a fundamental mismatch between how computers see characters and how humans see them.
What if the ransom you negotiate today funds the attack that takes your business offline tomorrow? That's the paradox at the heart of ransomware economics. When organizations face an active incident, the pressure to pay feels overwhelming. Executives see the ransom demand, do the math, and conclude that