Writing
Blog — Business
Autonomy, evidence, cost control and continuous testing, written for the person who has to defend the budget as well as the network.
Looking for the other track? Blog — Household
2026-10-26 · 1 min read
Household cybersecurity as an employee benefit: questions employers should ask
Before considering a household benefit, define voluntary participation, family privacy, funding and the separation between work and home access.
Read →2026-10-26 · 2 min read
What a business exposure assessment should verify
Internet services, certificates, email controls and credential exposure require real evidence; a sample report is not a live assessment.
Read →2026-10-20 · 4 min read
AI Evaluation Egress: What to Review Beyond Direct Network Access
A practical review of redirects, DNS, package tools, cloud identities, and audit evidence before giving an evaluation agent access to a sandbox.
Read →2026-10-20 · 4 min read
AI Containment: Detection Must Come Before Intervention
Why stop controls, independent monitoring, and incident reporting need a shared timeline—and why prompt reporting alone cannot show prompt detection.
Read →2026-08-18 · 6 min read
Why autonomous defense beats another alert queue
Adding tools adds alerts. Adding agents adds hours back. The difference is who does the first ninety minutes of work.
Read →2026-08-11 · 5 min read
Board-ready evidence without a GRC hire
Auditors do not want your intentions. They want a dated record of what was detected, who approved the response, and what changed.
Read →2026-08-04 · 7 min read
What an AI token costs you—and how to track spending
Usage-based pricing scares finance teams for one good reason: most vendors give you no ceiling. Here is how the pool, the overage, and the spend alerts fit together.
Read →2026-07-28 · 5 min read
Your annual pen test is eleven months out of date
Attack surface changes weekly. A once-a-year snapshot tells you what was true in March.
Read →
Start free. Add credits only when the work justifies it.
Run the whole fleet across unlimited nodes at zero platform fee — you pay only for tokens. Move to a pooled plan when the usage justifies the lower rate.