Today I was again tempted by a string of "coincidental transfers," not because I want to bottom fish or anything, honestly it's because I see a bunch of addresses that look like they're performing random actions. In fact, every step can be broken down into motives: first using small probes to test, then jumping to a new wallet to cut off the connection, then swapping in a low-liquidity pool, and finally returning to a familiar withdrawal path. It looks like a walk, but in reality, it's hiding risk along the route.

Recently, AI agents and automated trading have been getting a lot of hype, but I'm more concerned about whether their on-chain interactions have fully covered the pitfalls of permissions, signatures, and callbacks... Anyone can tell a story, but security details are what can bite you. Anyway, when I see "coincidence" now, my first reaction isn't conspiracy theory, but to map out the path and see where it looks like liquidity is being withdrawn or where they're preparing to shift blame. That's all for now.