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My friend just anxiously screenshot and asked me: The on-chain data clearly shows everything is fine, so why is his transfer always failing… I looked for a while before I remembered an old saying: what you see "on-chain" is often just a view assembled by the node/RPC/indexer you’re using, not the absolute truth of the universe.
Some RPCs are inherently slow, and indexers need to scan blocks and parse data, so sometimes when they freeze up, it looks like "no update." Even more awkward is that for the same transaction, someone has already seen it confirmed, but you're still pending, making it feel like time travel. Recently, cross-chain bridges have had issues, and oracles are acting up, everyone’s shouting "waiting for confirmation," and I think that’s quite right: it’s not superstition about slowness, but an acknowledgment that information flow can be delayed.
Anyway, when I encounter anomalies now, I check two or three different sources, especially don’t just rely on one browser, pause for authorization and signing… in urgent situations, it’s easiest to get phished and exploited. That’s all for now, taking it slow is not shameful.