INSIGHTS

Field notes on integrated cybersecurity engineering

Proactive by design, not reactive by default.

Twenty-four years of building security operations, written down. From ground-floor explainers for newcomers to engineering theses for senior practitioners. Organized by depth, for you to enter the conversation at the level that suits you.

Six data risks surrounding the central Enterprise LLM — prompt injection, shadow AI, training contamination, hallucinations, IP leakage, and compliance gaps

Hidden Data Risks of LLMs

LLMs aren't designed to be secure — they're designed to be helpful. Six data risks senior leaders need to understand before AI adoption becomes AI exposure.
Radial mind map of the MSSP, SOC, and SIEM ecosystem

SIEM & MSS Ecosystem

Decades of hands-on experience, distilled into a single visual reference. A mind map for service architects and decision-makers building or maturing an MSSP from the ground up.
Point-solution sources converging through a SIEM into a coherent security story

The Ground Floor: SIEM

What SIEM actually is, why it earns its keep, and how it turns scattered point-solution logs into a single coherent story. A first-principles walk-through for newcomers.
Two valid security events combining to expose a hidden compromise

When Two Rights Make a Wrong

Not every danger signal screams. Some look perfectly normal — even positive — in isolation. Why correlation is what turns valid signals into the wrong they're hiding.
From raw security alerts through qualification to business consequence

From Alerts to Decisions

Detection without context is guesswork dressed up as certainty. How a mature SOC turns raw alerts into evidence-weighted decisions — and noise into business consequence.
The discipline that separates rule writers from detection engineers

Rule Writing to Risk Reduction

The discipline that separates a rule writer from a detection engineer — and why raw severity is not the same number as real priority.
The Cyber Kill Chain mapped onto MITRE ATT&CK tactics

The Cyber Kill Chain Is Not Dead. MITRE ATT&CK Is Its Higher-Resolution Successor.

The Lockheed Cyber Kill Chain is the executive view. MITRE ATT&CK is the operational view — same story, different resolution.
The four-layer Risk Intelligence Stack framework

The Risk Intelligence Stack

Four layers, one engineering thesis. The architecture I build toward when a security program needs to move from accumulation to engineering.
Why a spreadsheet of use cases isn't a use case program

Sap the Silicon

The quiet diagnostic that separates senior detection engineers from earnest ones — and why a 350-row spreadsheet is not a use case program.