---
title: "Discussion on \"I Made AI Audit My Entire Codebase for Testability\" | Hashnode"
description: "Discussion on \"I Made AI Audit My Entire Codebase for Testability\". I thought I knew my codebase. I'd written most of it, reviewed every PR, and could navigate the folder structure in my sleep. But I had a problem I couldn't solve: the line between unit tests, integration tests, and end-to-end tests had become hopele..."
url: "https://hashnode.com/posts/ai-audit-codebase-testability/69990fb121b653b5dbcf920f"
---

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# [I Made AI Audit My Entire Codebase for Testability](https://htekdev.hashnode.dev/ai-audit-codebase-testability?utm_source=hashnode&utm_medium=feed)

I thought I knew my codebase. I'd written most of it, reviewed every PR, and could navigate the folder structure in my sleep. But I had a problem I couldn't solve: the line between unit tests, integration tests, and end-to-end tests had become hopele...

Feb 21 · 7 min read · htekdev.hashnode.dev  
Updated May 11  
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-   [#code-review](https://hashnode.com/tag/code-review)
-   [#copilot-cli](https://hashnode.com/tag/copilot-cli)
-   [#github-copilot](https://hashnode.com/tag/github-copilot)
-   [#refactoring](https://hashnode.com/tag/refactoring)
-   [#testing](https://hashnode.com/tag/testing)

## Written by

[Hector Flores](https://hashnode.com/@htekdev)

@htekdev

  
[View profile](https://hashnode.com/@htekdev)

Inspiring a new era of software through AI

Writing about AI, GitHub Copilot & developer experience. Building tools that make complex technology feel intuitive and accessible.

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