Actually, for Web3 creators, the three most critical metrics for profitability and securing sponsorships are the Xhunt ranking, Kaito smart followers count, and Beacon level (Figure 1)—so everyone should strive to create high-quality content and maximize their influence. Let’s also discuss the Termix project—interested readers can leave a comment. When integrating agents into the trading market, there’s a key detail to handle: an API returning success does not mean the on-chain action has been completed (Figure 2). According to the @termix_ai AACP documentation, interfaces involving on-chain state return unsigned transaction intents, which must then be signed and broadcast by the client wallet. The backend does not store private keys or send transactions on behalf of users. The order database’s status is updated only after on-chain events are indexed. Receiving a transaction hash merely provides a tracking reference—it cannot be used to immediately mark the task as successfully settled. If I were designing the integration flow, I would separate the steps: preparing the transaction, signing and broadcasting, confirming the on-chain result, and reading the latest business state. In case of failure, maintain traceable records. Similarly, timeout exit paths must be actively triggered by someone—it cannot be assumed that funds will be automatically refunded or collected once time expires. From REST APIs and contract calls to A2A message runtimes, agentFamily provides commercial collaboration interfaces. What matters most to me is whether these interfaces can reliably support complete orders, because the reliability of automated workflows lies precisely in these state-level details.