Testing Framework & Continuous Execution · 40 min · Python · YAML · GitHub Actions

Master Checklist: AI Code Quality

The complete pre-merge checklist: 50+ items across 8 categories. Never ship AI code without running through it.

Real-world application: Engineers who use comprehensive quality checklists demonstrate systematic quality assurance expertise.

What you will learn

Apply the master checklist with 50+ items across 8 categories before merging AI code
Use the checklist as a CI gate that blocks merges when items are unchecked
Customize the checklist for project-specific requirements
Track checklist compliance over time to measure quality improvement

Introduction

Master Checklist: AI Code Quality

Objective

Run the master checklist simulator with 52 items across 8 categories. Observe the summary, category breakdown, detailed results for each item, and failed items (merge blockers). Review the CI gate configuration and usage examples.

The complete pre-merge checklist: 50+ items across 8 categories. Never ship AI code without running through it.

Unlock the full lesson

You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.

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