In today’s post, I’m going to expand on a recent webinar in which I participated as a speaker. It was the webinar organized with Sii Poland, where I discussed using AI with Playwright in various scenarios. In the presentation, I focused on several key topics, and I encourage you to watch the recording.

What did the webinar cover?

Here are the main topics I covered in the presentation:

Creating test cases based on a swagger.json file and Cloude

I demonstrated how to utilize Cloud and the swagger.json file to generate API test cases from the complete REST API definition it contains. I believe it’s useful to explore LLMs from different perspectives, as this can help spark new ideas.

Playwright & MCP in action

In this section, I presented how to use Playwright MCP library to create an automated test. I also wrote a blog post about it. There is a link.

I recommend reading it because MCP is an interesting concept for extending LLM functionality.

Generating Page Objects using LLMs

During the presentation, I showed how to leverage LLMs to generate page objects. I also talked about using Cursor, our IDE, which supports this process within the project. I wrote an article about using Cursor – If you haven’t seen it yet, I encourage you to check it out.

Challenges & limitations of using AI (LLMs & machine learning)

Finally, I wrapped up the webinar on why it’s still important to develop strong technical skills to use AI effectively.  

Access to the video

The video is available at the link below – just fill out a short form to download the content!

https://sii.pl/en/events/leveraging-ai-and-playwright-for-efficient-ui-api-testing

Summary

In this post, I shared key points from my webinar presentation. If you’re interested in the practical application of AI in test automation, I encourage you to watch the video and share your thoughts about it. Do you use AI in your daily work? Do you see any potential benefits or threats according to that?

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Author

Michał Ślęzak

Michał Ślęzak (Michal Slezak) brings over 10 years of expertise in test automation, having led projects for prominent banks and contributed to aviation and other major industry initiatives. His experience spans from large enterprises to innovative startups, including ArtistGrowth and WhatClinic.com. Currently, as a Test Architect at Sii, Michal plays a key role in diverse projects and initiatives. He also shares his knowledge through his blog, testingplus.me, focused on test automation in Polish, and actively engaged in the testing community by delivering training sessions and speaking at renowned conferences like QA Global Summit, 4Developers, TestWarez, TestFest, ConSelenium, and TestCamp.

Related posts:

Playwright in Practice: Writing Better Tests for Beginners with Page Object Pattern, Fixtures (TS)

Recently, I’ve been writing about using AI tools with Playwright — for example, how to use Cursor with Playwright (link), Playwright MCP (link), and how AI can help generate simple page objects. In today’s post, I’ll walk you through a complete refactoring: taking tests that don’t use the Page Object pattern or other object-oriented principles ...

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Smarter Slides with AI Presentation Tools: My Experiments with 4 Useful Tools

As you’ve probably noticed, AI hype is everywhere right now, and almost every tool comes with a bunch of AI features – or at least it’s written on the landing page. Companies keep emphasizing that they use AI, LLMs, or at least machine learning. In this article, I’ll review four AI presentation tools I personally ...

Read more

In today’s post, I’m going to expand on a recent webinar in which I participated as a speaker. It was the webinar organized with Sii Poland, where I discussed using AI with Playwright in various scenarios. In the presentation, I focused on several key topics, and I encourage you to watch the recording.

What did the webinar cover?

Here are the main topics I covered in the presentation:

Creating test cases based on a swagger.json file and Cloude

I demonstrated how to utilize Cloud and the swagger.json file to generate API test cases from the complete REST API definition it contains. I believe it’s useful to explore LLMs from different perspectives, as this can help spark new ideas.

Playwright & MCP in action

In this section, I presented how to use Playwright MCP library to create an automated test. I also wrote a blog post about it. There is a link.

I recommend reading it because MCP is an interesting concept for extending LLM functionality.

Generating Page Objects using LLMs

During the presentation, I showed how to leverage LLMs to generate page objects. I also talked about using Cursor, our IDE, which supports this process within the project. I wrote an article about using Cursor – If you haven’t seen it yet, I encourage you to check it out.

Challenges & limitations of using AI (LLMs & machine learning)

Finally, I wrapped up the webinar on why it’s still important to develop strong technical skills to use AI effectively.  

Access to the video

The video is available at the link below – just fill out a short form to download the content!

https://sii.pl/en/events/leveraging-ai-and-playwright-for-efficient-ui-api-testing

Summary

In this post, I shared key points from my webinar presentation. If you’re interested in the practical application of AI in test automation, I encourage you to watch the video and share your thoughts about it. Do you use AI in your daily work? Do you see any potential benefits or threats according to that?

Author

Michał Ślęzak

Michał Ślęzak posiada ponad 10 lat doświadczenia w automatyzacji testów, prowadząc projekty dla wiodących banków oraz współtworząc inicjatywy w branży lotniczej i innych kluczowych sektorach. Jego doświadczenie obejmuje zarówno duże korporacje, jak i innowacyjne startupy, takie jak ArtistGrowth czy WhatClinic.com. Obecnie, jako Architekt Testów w Sii, Michał odgrywa kluczową rolę w różnorodnych projektach i inicjatywach. Dzieli się także swoją wiedzą na blogu testingplus.me, poświęconym automatyzacji testów w języku polskim, oraz aktywnie uczestniczy w społeczności testerskiej, prowadząc szkolenia i występując na renomowanych konferencjach, takich jak QA Global Summit, 4Developers, TestWarez, TestFest, ConSelenium czy TestCamp.

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