AI Security Scorecard for Engineering Teams
Engineering teams need a practical way to track AI security posture beyond one-off audits. A scorecard helps convert broad goals into measurable, reviewable controls. The best scorecards use a sma...
Nathan Berg
Turning Requirements for Zero Trust for Applications into Delivery Guardrails
A practical security engineering field guide to zero trust for applications, covering risk, implementation, evidence, and team leadership.
Designing Zero Trust for Applications: Trust Boundaries, Failure Modes, and Tradeoffs
A practical security engineering field guide to zero trust for applications, covering risk, implementation, evidence, and team leadership.
Building a SOC Co-Pilot with Safe Retrieval Boundaries
A SOC co-pilot can accelerate triage by summarizing alerts, suggesting pivots, and drafting investigation notes. The failure mode is over-trust: analysts may act on confident but incorrect or over-...
A Practical Risk Model for Zero Trust for Applications
A practical security engineering field guide to zero trust for applications, covering risk, implementation, evidence, and team leadership.
A Practical Failure Exercise for Microservice Trust
A practical security engineering field guide to microservice trust, covering risk, implementation, evidence, and team leadership.
RAG Retention and Data Lifecycle Controls
RAG systems tend to accumulate data indefinitely because storage is cheap and retrieval quality improves with volume. But unlimited retention increases breach impact and regulatory exposure. Lifec...
Microservice Trust in Production: Signals That Show the Control Works
A practical security engineering field guide to microservice trust, covering risk, implementation, evidence, and team leadership.
Implementing Microservice Trust Without Slowing Delivery
A practical security engineering field guide to microservice trust, covering risk, implementation, evidence, and team leadership.
n8n Change Management and Workflow Provenance
Security automation drift is a common root cause in incident postmortems. Workflows are edited quickly to fix urgent issues, then the change path is forgotten. Provenance discipline gives you acco...