Blog Posts
2025-11-24
Talking to Network Security Controls: Using MCP and LLMs for Automated Reviews
An experiment in using Model Context Protocol (MCP) servers with LLMs to review network security controls. I set out to see if it was possible and was pleasantly surprised by the results.
MCPLLMNetwork SecurityAutomationAWS
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2025-11-15
Building an AI-Powered Control Mapper: From Concept to Production
How I built an intelligent workflow using AI embeddings to automatically map security controls between compliance frameworks. A deep dive into embeddings, semantic similarity, and the journey from manual to automated mapping.
AIMachine LearningComplianceAutomation
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