Two DGX Sparks, 33 Local Models, One Question: Can Local AI Actually Red Team?
TL;DR: I built a two-node NVIDIA DGX Spark cluster and benchmarked 33 local, open-weight models for real red-team work: BloodHound …
Be The Adversary
Offense informs defense.
Recent posts
Adversarial Mindset: A Role, Not a Personality
The two previous posts in this series made a case for the adversarial mindset and then got honest about what it costs. This one is about …
SaaS isn't dead. You just built a localhost app.
Coding got cheap. Engineering didn’t. TL;DR: Someone built a task app on localhost and declared SaaS dead. They didn’t build a product, they …
Recent talks
From Snowflake to Snowstorm: Navigating Breaches and Detections
The Snowflake talk taken to x33fcon, a year after CODE BLUE. Same campaign, one that reached more than 165 companies through misconfiguration rather than any …
Beyond Simulations: Advancing Detection Validation in Cybersecurity
A room arguing about whether the way we test detections resembles anything an attacker actually does, and what to do instead without burning a quarter of the …