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Coders In Hoods

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Coaching for teams

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Course overview

Evaluating and Scoring Agents

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1 · Foundations of evaluation

1Why evals, and their vocabulary
2Error analysis from traces
3Code-based graders

2 · Scoring that you can trust

4LLM-as-judge
5Calibrating judges
6Rubrics per task
7Statistics, trials and CI gates
Exercise answers
- Answer: Measure flakiness and compare two prompt versions
- Answer: Wire a two-tier eval gate into CI

CapstoneA full eval suite for your drafting agent Reference implementation

Answers Lesson 7: Statistics, trials and CI gates

Step-by-step answer

Core 90–120 min7 steps

Measure flakiness and compare two prompt versions

Back to the exercise

Previous answerDraft rubrics with a model and compare them with yours Next answer Wire a two-tier eval gate into CI

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