MCP Servers Part 2: Things You Should Adjust on Your MCP Server
The MCP server you stood up six months ago made sense then; here is how to find out whether it still does.
MCP Servers Part 1: What They Are, How They Work, and What the First Generation Got Wrong
The most common MCP configuration is already showing its age, and understanding why requires a short history of how the protocol actually developed.
The Strange Case of OpenAI, Hugging Face, ExploitGym, and The 1,200 Agents That Went Rogue When Nobody Was Watching
What happened inside OpenAI's ExploitGym benchmark is the clearest observable warning the field may ever get before the stakes become genuinely higher.
What the Hugging Face Incident Actually Teaches Us
The OpenAI breach at Hugging Face is not a story about rogue AI — it's a story about detection lag, monitoring debt, and what responsible agentic deployment actually costs.
Before Deltek Vantagepoint Delia (or any AI), Get Your House in Order
Deltek's embedded AI is coming whether you are ready or not, and readiness has almost nothing to do with the model.