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Eval-Driven Development

Letting the test suite lead the model

A book by Alpesh Nakrani

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Pages
90
Chapters
11
Format
PDF · 19.8 MB
01/Overview

What's in the book

TDD assumed deterministic outputs. The discipline that replaces it when the unit under test is a probability distribution.

EvalsEngineering
02/Inside the PDF

Table of contents

PDF page
  1. INTIntroduction: The Feature Shipped Before Anyone Defined Good9
  2. 01Write the Eval Before You Write the Prompt15
  3. 02Where the TDD Analogy Breaks21
  4. 03Task Fixtures Are a Design Decision, Not a Test Fixture27
  5. 04You Can't Measure What You Haven't Defined as Good33
  6. 05Eval Results Are a Design Tool, Not Just a Gate39
  7. 06The Score Went Up. The Product Got Worse.45
  8. 07Regression History Is How You Prove a Change Helped51
  9. 08The Release Gate Is an Eval Delta, Not a Vibe Check57
  10. 09Where Human Judgment Still Belongs in the Loop63
  11. 10Overfitting to the Eval Set69
  12. 11Someone Has to Own the Eval Contract75
  13. ENDConclusion: The Test Suite Leads81

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