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Here's a strange way to lose money in DeFi. Trust the right event from the wrong contract. I've been digging into @quipnetwork's QuipSwap integration docs, and one detail caught my attention. A transaction receipt can contain events from several contracts. Another contract can even emit an event with the same signature. If your trading bot blindly decodes those logs, it might mistake a fake signal for a legitimate settlement. Now imagine an AI agent handling cross-chain swaps where every second matters. One wrong signal. One missed claim window. Potentially expensive consequences. That's why I like how QuipSwap's TypeScript SDK handles verification. It filters events by the actual Omnibus contract address and checks that revealed secrets hash back to their expected locks. The SDK also never holds private keys or signs transactions. A sensible separation of responsibilities. My advice to @quipnetwork: make verified event handling the default for every automated integration. Could future SDKs provide built-in monitoring and recovery alerts too? Because in agentic finance, reading the blockchain correctly is part of transaction security. And bots don't get to blame their glasses.