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Hamel’s Blog

Hamel’s Blog — A comprehensive guide to AI evals for LLM applications, drawn from questions asked in…

Hamel’s Blog is A comprehensive guide to AI evals for LLM applications, drawn from questions asked in our popular course on AI Evals. Covers everything from basic to advanced topics.. It is ranked #448 on the AI Radar, in AI infra & evals, first seen 3 days ago and shared in 3 posts (26.2k views).

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What people said about Hamel’s Blog on X

Just updated our AI evals FAQ with 5 new questions, 48 questions & answers total! New FAQs just added: - Do I need a reference answer or rubric before annotating data? - How can I do evals when traces contain sensitive data? - How do you review a trace that is really large? - How much context should I give a LLM…

@HamelHusain, 3 days ago · 167 likes · see the post

Q: How do you review a trace that is really large? A: Focus on the first upstream failure. Make the relevant evidence easy to inspect, with details reviewers can expand as needed. https://hamel.dev/blog/posts/evals-faq/what-if-the-source-material-is-too-large-for-a-person-to-review.html

@HamelHusain, 1 days ago · 82 likes · see the post

Q: What is a trace? A: The complete record of a user session, from the first query to the final response. It includes the tool calls and intermediate steps. https://hamel.dev/blog/posts/evals-faq/what-is-a-trace.html

@HamelHusain, 2 h ago · 12 likes · see the post

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FAQ

What is Hamel’s Blog?

A comprehensive guide to AI evals for LLM applications, drawn from questions asked in our popular course on AI Evals. Covers everything from basic to advanced topics. It was first shared on X 3 days ago and is ranked #448 on the AI Radar.

Is Hamel’s Blog free?

Yes, it is free to use.

Who shared Hamel’s Blog?

1 account on X, including @HamelHusain, in 3 posts totalling 26.2k views.

Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 27.1k posts from 4.8k X accounts over the last 14 days, 1.2k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 17:35 UTC. Full method.