Recently, everyone has been talking about “tags + clustering” to profile addresses—what it really means is giving wallets a persona. It’s quite useful, but lately I’ve been increasingly afraid to trust it all: the same batch of funds might route through a CEX today, use a bridge tomorrow, and then split into dozens of small accounts in the day after that just to go farm. If you slap a “whale/smart money” label on it, it might simply be the way they’re accounting accidentally split up, or it could just be a strategy script running. And then there are some projects whose teams deliberately scramble the path, just to make it hard for you to follow.

That “shared security + compounded yields” re-staking setup has been getting blasted as a copycat scheme, and I feel like on-chain profiling is similar: it seems like every layer can explain what’s going on, but underneath, the risks and motives often come from the same pot of money wearing multiple disguises. My approach is pretty straightforward—tags are just clues. The key is still to look at how the funds enter and leave, who they interact with, and whether there are clear signs of something like front-running… (Don’t ask. I’ll just be sipping tea while watching the blocks, feeling sleepy.)