Direct references
Every article ends with links to the publications used.
KernelHawk field briefing
Research translated into security decisions.
Current threat data, standards, and operational lessons. Every article distinguishes source findings from our interpretation and includes direct references.
What the 2026 breach data changes for defenders
Vulnerability exploitation now leads initial access in the latest DBIR, while ransomware, identity, mobile social engineering, and AI-assisted tradecraft keep pressure on the rest of the control stack.
Read articlePatch queues should start with evidence of use
A practical model for combining CISA KEV, EPSS, technical severity; local exposure, asset value, and compensating controls.
Read articleThe AI attack surface is already operational
Inventory the identities, tools, data, models; prompts, software dependencies, and approval boundaries that make AI useful and risky.
Read articlePost-quantum migration starts with inventory
NIST's principal standards are published. The practical first move is finding where cryptography lives, what it protects, and how long the data must remain secure.
Read articleEditorial method
Source, interpretation, action.
We start with standards bodies and government catalogs, then look for original research. Statistics retain their edition and date. Preliminary guidance is labeled. Our recommendations appear separately from source claims.
Direct sources
Each source must support the nearby claim directly; a general match on the topic is insufficient.
Time bounded
Threat data and catalogs change. Each article retains its source access dates, and later editorial updates are dated separately.
Operational limits
Guidance includes what a signal cannot prove and where local evidence is still required.