Articles

Research notes from the studio.

Long-form writing on the systems we are building and the questions we keep coming back to.

July 5, 2026

ChaosWalker: A Post-Exhaustion Architecture for Exploring Massive Password Spaces

When dictionary, rule, and mask attacks are exhausted, password cracking becomes a search problem rather than a counting problem. This paper introduces ChaosWalker — structured probabilistic sampling over partitioned keyspaces.

Cybersecurity
Password Security
Research Paper

June 29, 2026

SIEM Platforms and Security Architecture for Operational Technology (OT) Security Operations Centers

How modern OT SOCs combine industrial security platforms with SIEM correlation, and which platform combinations work across enterprise and mid-market deployments.

OT Security
SIEM
SOC
Cybersecurity

April 12, 2026

Governance That Ships With the System

Why enterprise AI governance fails when it is written as a policy paper instead of an operational artifact.

AI Governance
Enterprise AI
Architecture

March 4, 2026

Citation-Grounded RAG Is an Indexing Problem

Treating retrieval-augmented generation as a retrieval problem first has reshaped how we design enterprise legal AI.

RAG
Enterprise Legal AI
Retrieval

February 18, 2026

Designing Bounded Autonomy for SOC Analysts

What we learned shipping an AI co-pilot into the rooms where incidents are worked.

Cybersecurity AI
Agentic AI
Operations