Lately, people keep asking, "I clearly saw the transfer on the chain, why hasn't it shown up on your end yet"… Basically, what you see on the chain = the version provided by the node/RPC/indexer you're using. Congestion, disconnections, caching—once all that stacks up, the information can be "delayed." I often curse gas fees while frantically clicking to confirm, only to find out later it was just RPC acting up, wasting half an hour of panic.

Especially these days, with memes and celebrities shouting buy signals one after another, attention is exploding like noise. Newcomers really shouldn't take "I saw it on the chain" as a talisman; the last mistake might be yours. My noise-canceling strategy is simple: for critical operations, don’t rely on just one entry point. At least switch to a different RPC/browser for cross-confirmation. Going slow is better than rushing blindly. Anyway, I stick to this for now—more stubborn than tough.