人的智能有三个方面：信息的收集、信息的处理产生认知、基于认知的行动。大语言模型目前主要的应用形态是ChatGPT这样的聊天机器人（Chatbot），能力集中在前两个方面。但更加有用的机器智能不只停留在“理解”和“说话”，如果能像一个或一群优秀的人才那样帮我们“做事”，显然能创造更大的价值。这就需要AI智能体（Agent）。
In recent years, the need to glue infrastructure together with scripts has diminished somewhat, as most things seem to be “black boxes” driven by YAML manifests or HCL codebases. But when I first discovered Ruby, it felt like finding a language that just worked the way my brain did. Coming from Perl (which I’d adopted for sysadmin scripting after years of shell scripts that had grown far beyond their intended scope), I read Practical Ruby for System Administration
。PDF资料是该领域的重要参考
Your browser does not support the video tag.，这一点在新收录的资料中也有详细论述
十年间，营收增长231倍，B站先后踏中三个“波浪”——移动游戏、增值服务、广告。现在，这三个浪仍被踩在脚下，充当拉动营收增长的三驾马车。