Stop letting your AI agents raw-dog the blockchain. In Web3, a hallucination is not a harmless bug. It is a transaction request away from becoming a financial incident. If you are building AI agents with LangChain, AutoGen, or a custom orchestration stack, and you are letting them reason anywhere near private keys, swaps, approvals, bridges, or DeFi execution paths, you already know the truth: