Let me start with a confession. For years, I treated geospatial data like a messy closet—shove everything in, slam the door, and pray nobody asks for a “nearby” anything. Then came the project that broke me: a real-time delivery tracker with 50k points and a naive WHERE sqrt((x1-x2)^2 + (y1-y2)^2) < 0.01 query that took forty-five seconds. My CTO’s Slack message just said: “Oof....
I wanted a single interface where an AI agent could run WHOIS, pull SSL certs, enumerate subdomains, check CVEs, and query threat intel feeds — all from one prompt.
So I built 23 security tools as an MCP server. Any AI agent that speaks MCP can call them natively.
Here's what I built, how to set it up, and what I learned.
Let me s...
The cloud was never abstract. It was always a building with an address — and on March 1, 2026, that address got hit by a drone.
Iranian Shahed drones struck two Amazon Web Services data centres in the United Arab Emirates and damaged a third facility in Bahrain. This was not a cyberattack. This was not a software vulnerability. This was kinetic warfare — missiles and drones targeting th...
I woke up to a Slack thread on March 24, 2026, that made my stomach drop. LiteLLM, the Python proxy I'd been running to route LLM calls across providers, had been backdoored with credential-stealing malware. Versions 1.82.7 and 1.82.8, published by a threat actor called TeamPCP, contained a three-sta...
