Posts

Company in formation — engagements open in January 2027.

The AI War on Our Networks: Why Attack Outpaces Defense

Strategic essay. Cyber conflict is now machine-versus-machine, at a tempo that excludes the human operator. Attack holds the advantage — by architecture, not by accident: defending one LLM with another reproduces the very flaw. The way out is to move the decision out of the model, into a deterministic layer.

The Agentic SOC — and the Attacks Against Defensive AI Agents

Two linked shifts: the SOC moves from a human craft model to an automated agentic one — and those same defensive agents become a new attack surface. The defense you deploy is also the breach you open.

Claude Desktop — Simple Hardening: What Claude Should NOT Have Access To

Targeted attack-surface reduction for Claude Desktop. Simple principle: it’s a chat assistant, not a system agent. The list of NOs, the list of OKs, and a 30-minute checklist.