Articles

Server rack in desert landscape
#Agentic AI #MCP

1: Why MCP Exists  

AI Cannot Talk Directly to Your Systems or Act for You Without MCP (Model Context Protocol).

This is the first article in a series of five, describing what MCP is, why you need it, and how it helps AI agents talk to your systems.  

Deep Thought dashboard overview
#Agentic AI #Security

A Weekend AI Experiment That Actually Stuck

What started as a Friday afternoon experiment turned into something we actually use. I built a multi-agent AI system for Fortytwo — a 40+-person cloud expert firm — over a weekend. Time tracking, revenue reporting, infrastructure monitoring. A real internal PoC on a real business. This is what worked, what didn’t, and what genuinely caught me off guard.

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