“They teach the definitive online course on evals, which happens to be the number one course on Maven.”
AI Evals for Engineers and Product Managers
By Hamel Husain and Shreya Shankar
1 recommend/use · 1 sourced episode
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“If this conversation gets you excited, definitely check out Hamill and Shreas's course on Maven.”
“If you Google AI evals for engineers and product managers or just AI evals course, you'll find it.”
Related frameworks
Error Analysis: Open Coding to Axial Coding to Count
Turn messy LLM logs into a prioritized list of failures before you write a single test.
Eval Triage: Decide What Actually Deserves an Eval
After counting failures, route each one to a prompt fix, a code check, or an LLM judge — not all three.
The Aligned Binary LLM-as-Judge
Build a one-failure, pass/fail judge and align it to a human with a confusion matrix before you trust it.
The Benevolent Dictator Labeling Model
Appoint one trusted domain expert to own eval judgments instead of running it by committee.
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