储备了不少墨水屏，一直没派上用场，继【用三色墨水屏显示哪吒】之后，又摆弄了一下 7.5 寸 7 色墨水屏（悬空放了两个小时，弯了-。-），换了个 3.7 寸双色继续折腾。

理解 AI coding 智能体的设计，可以帮助开发者更好地使用 AI coding 工具，实现开发提效。了解用户提示词预处理，帮助我们写出高效的用户提示词。例如：为什么在提示词中使用 @字符引入文件、目录作为上下文，可以减少会话轮次？如何自定义命令 ...

传统大模型开发需要掌握Python、PyTorch、API调用等复杂技能，而高职学生更需要"所见即所得"的开发体验。低代码Web交互平台的出现，恰好填补了这一空白。它通过可视化界面、拖拽式组件和预设模板，让学生像搭积木一样构建AI应用。深圳职业技术学院的实践表明， 引入低代码平台后，学生AI项目开发周期从平均21天缩短至3天，非计算机专业学生的AI工具使用率从18%飙升至89% ...

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在Web应用的安全体系中，验证码（CAPTCHA）常被视为抵御自动化攻击的"第一道防线"。从简单的图片数字验证码到复杂的滑动拼图、行为验证，其核心目标是区分"人类用户"和"机器程序"，防止恶意攻击者通过脚本批量爆破登录、枚举用户接口、注册垃圾账号或滥用短信通道。然而，在真实的攻防对抗中，这看似坚固的防线却常常被攻破——某电商平台因验证码识别插件绕过导致百万用户信息泄露，某社交APP因短信接口滥用被 ...