跳到正文
Addy Osmani· @addyosmani · X·· 17 小时前AI 评分50
AI 导读

Addy Osmani 认为,提升 Agent 输出质量的关键是给它验证自己工作的方式,并判断验证将成为今年最重要的课题之一。他在 E2E 测试之外让 Claude 录制视频和截图作为工作完成的证据;引用的 Warp 实践为每个 Agent 配一台电脑,把 3-4 分钟操作剪成 15 段短片回传人工审查,显著缩短合并时间。

正文 · 原文

Want better quality output from your agent? Give it a way to verify its own work.

Love what Warp is doing here: every agent gets a computer and brings back a video of what it did. I do something similar in my workflow - on top of E2E tests, Claude gives me recorded videos + screenshots as part of the evidence work is "done".

My bet is verification becomes one of the most important problems to work on this year.

引用Varoon Kodithala@varoonkodithala
verification is the biggest bottleneck for coding agents right now according to @addyosmani. we @warpdotdev have put a lot of thought into building a good computer-use tool for Warp Factories. every agents gets a computer to navigate the apps they built, take screenshots and recordings, and post them back for human review. 3-4mins of activity get edited down to 15 clips stitched together with cursor clicks, mouse animations, and key presses. we've been able to dramatically cut our time to merge and unlocked faster iteration + review cycles, especially for projects that are hard to mock out locally!
在 X 查看被引用的帖子

来源:Addy Osmani · x.com