最近由于 pi 通过 codemode 引入了 MCP 的调用，再次引发了关于 codemode 的讨论。其实在过去一段时间，随着基模能力的提升，codemode 已经成为了生产级 coding agent 的事实标配。 Codemode ...

之前写过第一个 Agent 从 Pi 开始，没想到续篇来得这么快。Pi 1.0 带来了一系列新特性，从工具编排到扩展机制，都为 Agent 开发提供了值得借鉴的思路，也值得再写一篇深入聊聊。Pi 1.0 发布从拒绝 MCP 到内置支持，Pi ...

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文章浏览阅读79次。上面所有修复，最后都指向同一件事：不能只相信系统里某一条数据说了什么，而要让关键数据都能被独立验证。提现请求要能和链上余额对上。签名内容要能和解码后的操作对上。热钱包余额要能和归集记录对上。依赖版本要能和哈希对上。审计日志要能和真 ...

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