Event ·Multi-source

Hamel Husain 与 Shreya Shankar 总结 AI 团队评估工作流的经验

Hamel Husain 和 Shreya Shankar 在 Lenny's Newsletter 撰文，基于与 50 多家 AI 公司的合作经验梳理评估（evals）实践。文章指出团队最常跳过的关键步骤，以及哪些评估工作可以交给自动化处理。他们还推荐了一个免费插件，能让编程 Agent 承担大部分评估搭建工作。

Current read

Hamel Husain 和 Shreya Shankar 跟 50 多家 AI 公司合作后写的评估方法论，还附了个免费插件让编程 Agent 帮你搭评估，做产品的都该看看。

5 sources58° AI heatLast updated 2026/9/23 03:12:22

Evidence

5 sources

Primary sourceAI Will

2026/9/23 03:12:22View source

Related source 1Lenny Rachitsky

2026/9/22 15:40:50View source

Related source 2Hamel Husain

2026/9/23 17:08:00View source

Related source 3LangChain

2026/9/22 16:04:14View source

Related source 4shao__meng

2026/9/23 12:20:53View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

Open the story