Blog

AI agents didn’t appear out of nowhere. This article breaks down what problem they actually solve, why Solana became the center of the narrative, who is pushing it, and how to separate real signals from hype.

Pump.fun looks simple, but it’s an incentive machine. This article explains how it really works, why most traders lose money, and how to think about it without lying to yourself.

Signal vs noise, rug patterns, and incentive alarms

Foundations for custody, hygiene, and threat modeling