# How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3)

DevFeed: [How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3)](<https://devfeed.tech/articles/how-testing-and-quality-assurance-change-through-ai-ai-for-devex-part-3-39912.md>)

Original publisher: [Read original article](<https://mende.io/blog/how-testing-and-quality-assurance-change-through-ai-ai-for-devex-part-3/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-12-02T05:00:00Z

Content type: tutorial

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [Testing](<https://devfeed.tech/topics/testing.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Playwright](<https://devfeed.tech/topics/playwright.md>), [devex](<https://devfeed.tech/topics/devex.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-craft](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-craft.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [playwright](<https://devfeed.tech/tags/playwright.md>), [testing](<https://devfeed.tech/tags/testing.md>)

## AI overview

This third part of the AI for DevEx series examines how artificial intelligence can support software testing and quality assurance. It discusses generating unit and integration test cases, early-stage AI solutions for automated UI and end-to-end testing, and research into Playwright-based tools.

## Source excerpt

How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3) Part 3 of the AI for DevEx series examines testing and quality assurance. It builds on Part 1, where we saw how AI and Large Language Models can assist in coding. We focused on how AI can generate test cases for unit and integration tests there.