Previously, I suggested an 80/20 rule for building features: 80 percent of time planning and review, 20 percent on working and compounding. When you look at your broader responsibilities as a developer, you should allocate 50 percent of engineering time to building features, and 50 percent to improving the system—in other words, any work that helps build institutional knowledge rather than shipping something specific.
首先，大模型本身没那么可靠：存在无法根除的幻觉问题、知识时效性问题，任务拆解和规划经常不合理，也缺乏面向特定任务的系统性校验机制。这样一来，以其为“大脑”的智能体使用价值会大打折扣：智能体把模型从“对话”推向“行动”，错误不再只是答错问题，而是可能引发实际操作风险；而真实业务任务往往是跨系统、长链路的，一次小错误会在链路中层层放大，令长链路任务的失败率居高不下（例如单步成功率为95%时，一个 20步链路的整体成功率只有约 36%）。
，更多细节参见体育直播
FT Videos & Podcasts。关于这个话题，爱思助手下载最新版本提供了深入分析
Almost all of South Australia, much of western Victoria and parts of western NSW were on flood watch as a slow-moving pressure system from central Australia moved east. Queensland had also seen severe rainfall.。电影是该领域的重要参考