I spent the whole afternoon sifting through on-chain data, and suddenly I started to wonder what I’m even doing. I look at address clustering, track fund flows, tag wallets—then I find out that the same group of people changed into five different identities to rush the same pool. Honestly, it’s pretty mind-numbing.

At the end of the day, address profiling is just a game of probabilities. No matter how precisely you calculate, a single mixing service can throw you off completely. The recent NFT royalty drama is the same—creators say they have no income, while platforms say liquidity matters, and both sides go back and forth. But really, the chain already shows it: once the royalty switch is turned off, the fund flows change immediately, and the tagging system can’t possibly keep up with how real people operate.

Now I’m just doing tasks—if I can calculate the costs clearly, that’s enough. As for whether this address is a sheep-farm operator… to be honest, all I can do is guess. For now, let’s leave it at that. The side quests don’t hurt anyway.