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Coders In Hoods

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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
Exercise answers
- Answer: Build a per-task rubric grader and check it criterion by criterion
- Answer: Draft rubrics with a model and compare them with yours
7Statistics, trials and CI gates

CapstoneA full eval suite for your drafting agent Reference implementation

Answers Lesson 6: Rubrics per task

Step-by-step answer

Core 90–120 min7 steps

Build a per-task rubric grader and check it criterion by criterion

Back to the exercise

Previous answerPick a t.judge threshold and correct a reported rate Next answer Draft rubrics with a model and compare them with yours

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