Lately, on-chain data viewing always feels like it’s “stuttering,” at first I thought my internet was acting up again… but then I realized it’s pretty normal: indexers need to scan the chain and organize data, Subgraphs don’t just spit out results immediately when you click, and RPC might also be rate-limited. When they’re all crowded together, it’s like waiting in line to water plants—your turn comes a little late. Honestly, data isn’t like air; there are people bearing the costs behind the scenes.

These days, AI Agents and automated trading are being hyped up a lot, but I care more about whether they handle RPC calls, signatures, and retries reliably. Don’t say “fully automatic” and then randomly click authorize when hitting rate limits. Anyway, my yield calculations are a bit slower now: I’d rather run fewer checks, make sure the data sources match and the latency is acceptable, then decide whether to “weed out” certain data. Slowing down means I at least understand my losses better.