Recently, I helped a friend reconcile accounts and discovered this: you think you’re looking at “on-chain real-time,” but there are several layers in between—no wonder it always feels like you’re a half-beat behind. Node synchronization can be fast or slow, and RPC might also be serving cached or rate-limited data. Indexers do even more: they first grab data and then organize it, so a small hiccup can delay things by a noticeable chunk… Put simply, what you see is “on-chain data that someone else translated for you.”

Haven’t people also been complaining these past couple of days that certain on-chain data tools and tagging systems lag behind—or even end up misleading people? These days, I basically don’t treat tags as conclusions; I only treat them as clues. My approach is like patching things up: for the same transaction, try swapping in a few different RPCs to compare, and if needed, go straight to the browser to check the original raw logs. If they don’t match, I won’t jump to a conclusion right away—I’d rather be slower and avoid pitfalls. After all, with airdrops, one mistake can set you back for a long time to recover.