Insights
Insights from the frontline of AI security.
Pennrows publishes on AI security, threat intelligence, and engineering. Analysis, methodology, and lessons from the field.
Threat Intelligence
The anatomy of an AI-generated BEC attack
How attackers use large language models to craft convincing business email compromise campaigns and what to look for.
Engineering
How we reduced false positives to under 2%
The reasoning engine behind our code analysis and why confidence scores matter more than severity labels.
Product
Introducing scan comparison and delta view
Compare any two scans side by side to see what changed, what was fixed, and what persists.
Compliance
Mapping your codebase to SOC 2 controls
A practical guide to using Pennrows compliance dashboards for audit readiness and control mapping.
Research
Why confidence scores matter more than severity
Our research on how teams triage findings and why we prioritise model confidence over static severity.
Engineering
Building a reasoning engine on Claude for code analysis
How we leverage Claude's reasoning capabilities for deep code analysis without the noise of traditional SAST.
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