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Name: Beyond Conventional: Embracing Python & LLMs for Quality Assurance
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Author(s):	Paul Pereyda Karayan
Location	Bungalo West
Date	oct Sun 08	Days Raw Files
Start	18:00	First Raw Start	17:25
Duration	00:25:00	Offset	0:34:11
End	18:25	Last Raw End	18:55
Chapters	00:00 0:23:48
Total cuts_time	26 min.

https://pybay.com/speakers/#sz-speaker-637576b0-27e3-4dae-8fc4-b1ad8067664d
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assets release.pdf Beyond_Conventional_Embracing_Python_LLMs_for_Quality_Assurance.json
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Description:	What do you do when your test suite is not fit for purpose? At Opto, we felt like we were locked in a daily battle against the tests written for our Java and TypeScript services. But, when we paired the adaptability of Python with the power of LLMs, we were able to enhance & extend what we had into something that really worked! Join us on a journey of transformation where we'll cover: - Proactive Monitoring: Implementing "production probes" - lightweight and fast Python request "tests"- to actively ensure our services were up and executing core functionalities. - LLMs in Action: The unexpected efficacy of LLMs in aiding the creation of tests. We'll focus on our Python/TypeScript deployment tools here. - Quality Over Quantity: Recognizing that just writing tests isn’t the end game. We harnessed FastAPI LLMs to swiftly assess our functional test coverage, helping us identify and address gaps. - Living Documentation: A sneak peek into how we've sown the seeds for dynamic, ever-evolving documentation using Python. Throughout the session, we’ll touch on the trade-offs, democratization & ownership of tests, and how this little endeavor set the stage for Opto's broader embrace of Python. markdown
Comment:	production notes

2023-10-08/17_25_49.ts Apply: 17:25:49 - 17:27:09 ( 00:01:20 ) S: 17:25:49 - E: 17:55:48 D: 00:29:59 (End: 80.0) show more...

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