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夜雨聆风 > > 办公文件 > AI实战:音乐APP的Harness Engineering

AI实战:音乐APP的Harness Engineering

当前时间： 1970-01-01 08:00:00 分类：办公文件 评论(0)
AI实战:音乐APP的Harness Engineering

AI实战：音乐APP的Harness Engineering

很多小伙伴做AI Agent，总以为瓶颈是模型不够强，但现在实际上是有没有给agent设计一个能够稳定做事的环境🖥️

这也是为什么很多Agent Demo看起来很惊艳，一进真实业务就翻车，上下文丢失，工具乱用，假装完成，结果不可审计🤷‍♀️

整理了这个harness engineering实践，完整展示了如何通过harness engineering对目标、流程、工具、依据和质量检查进行系统约束，📑把模型能力组织成一套可执行、可复核，并最终能够达到交付级标准的项目。

#AI产品经理 #ai产品经理 #ai产品经理入门 #0基础转行ai产品经理 #harness #harness_engineering #agent #智能体 #大模型 #ai产品经理实战

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  143. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000802s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000787s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000289s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000290s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000616s ]
  6. SELECT * FROM `set` [ RunTime:0.000246s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000669s ]
  8. SELECT * FROM `article` WHERE `id` = 765194 LIMIT 1 [ RunTime:0.000446s ]
  9. UPDATE `article` SET `lasttime` = 1781724786 WHERE `id` = 765194 [ RunTime:0.014767s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000331s ]
  11. SELECT * FROM `article` WHERE `id` < 765194 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000534s ]
  12. SELECT * FROM `article` WHERE `id` > 765194 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000381s ]
  13. SELECT * FROM `article` WHERE `id` < 765194 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000926s ]
  14. SELECT * FROM `article` WHERE `id` < 765194 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000638s ]
  15. SELECT * FROM `article` WHERE `id` < 765194 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001023s ]
0.100253s