Uncategorized

Turbo3 vs q8_0: What KV Cache Quantization Really Costs on an RTX 5090
The Problems Nobody Talks About in Security Consulting

There’s a version of security consulting that looks great on paper. A pentest gets scoped, executed,…
The Play-Pretend Problem

Walk into any large enterprise’s security team and ask them to show you what they’ve built.…
The Tool-Dependency Problem

Every CISO I’ve ever spoken to has a version of the same conversation at least once…
The Dev-Sec Friction Problem

There’s a meeting that happens in almost every organisation with both a security team and a…
The Pentesting Delivery Problem

Ask any pentester how their findings get delivered and the answer is almost always the same:…
The One Who Held the Sacred

He spoke of passion that kneels in flame –not the kind that pleads.He carried fire as…
AI Didn’t Find the CVE. The Workflow Did

Everyone’s arguing about whether AI “works” in security. Wrong question. The right question is: are you building…