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Automated Remediation in the SOC: What to Automate, What to Keep Human
Automated remediation is a two-variable decision: blast radius times detection confidence. A framework for what to automate and what to keep human in the SOC.

What Claude Mythos Actually Means for Your Security Program
Claude Mythos is the first AI model to autonomously complete a full corporate network takeover. What it means for your security operations.

Top MDR Providers of 2026: What to Evaluate and Where the Category Falls Short
The top MDR providers of 2026 compared by what they investigate, how custom detections are handled, and where the shared-analyst model hits its limits.

Mean Time to Detect (MTTD): Definition, Formula, and Why the Metric Fails in Practice
Traditional MTTD metrics often misrepresent actual SOC effectiveness. MTTD should measure meaningful detection which is the moment when a threat is actively recognized.

Proactive Threat Hunting: Why Programs Stall and What Directed Hunting Changes
Most threat hunting programs fail at the direction step, not the methodology step. Here's why hypothesis quality matters more than search speed, and what changes when detection engineering and hunting share the same feedback loop.


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