Recently, I've been looking at the on-chain data during the few minutes when stablecoins "almost de-pegged," to be honest, many times it's not that the assets suddenly disappeared, but that everyone started doubting at the same time and then rushed out together. Reserve transparency is actually a race against the run-on psychology; if the updates are slow, the emotions will have already run ahead. The most annoying are those who only throw out a line like "has an audit," but what about the details—asset types, custody, redemption channels—whether they are smooth or not, those are what determine whether you dare to stay.

Airdrop season is quite similar; task platforms are both fighting off the witch hunt and accumulating points, making the profit-taking feel like clocking in at work. To improve rankings, people become more emotional, and when they see risks, they all withdraw collectively. Anyway, I don't really trust slogans about stablecoins anymore; I focus first on redemption paths and the speed of on-chain outflows. If something feels off, I hold back a bit to sleep more peacefully.