Monthly Archives: December 2025

Exploring Azure Maps for Threat Actor Visualization

I had a bit of downtime this week and decided to do some light vibe coding around an idea I have been curious about for a while: using Azure Maps as a way to visualize high-level security intelligence. Most threat intelligence lives in tables, reports, and long write-ups. That format works well for analysts, but… Read More »

Building AI Agents That Actually Matter

AI agents are often marketed as the natural evolution of large language models. The implication is that agents are smarter, more capable, and more useful than a standard chat interface. In reality, many so-called agents fail to add meaningful value and instead introduce friction, duplication, and confusion. To understand why this keeps happening, it helps… Read More »

60 pounds in 7 months on Mounjaro

As we enter the winter months and holiday season, when many of us will struggle to maintain or lose weight due to colder weather, a natural inclination to hibernate, and all those tempting holiday meals, I wanted to share my weight loss journey. This is not my typical post on AI, security, or career, but… Read More »