Research
Practical security observability.
Notes for teams operating detections, telemetry pipelines, networks and cloud infrastructure.
CRA reporting starts before the 24-hour clock
How to connect product vulnerabilities, runtime exposure and technical evidence before notification is required.
Read article →Monitoring security data is not the same as proving coverage
A concrete model for testing the complete path from source to owner.
Read article →Why a valid detection rule still cannot fire
How to expose missing fields, routes and dependencies before an incident.
Read article →What NetFlow sees, what it misses and where sensors belong
A deployment guide for useful network visibility without agents everywhere.
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