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feat: Add many more details to the PyCon Maintainers Summit 2025 talk in pycon_maintainers_summit_2025.md.
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pycon_maintainers_summit_2025.md

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@@ -48,12 +48,47 @@ fiasco of flaky tests for software maintainers.
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### Machine Learning Approach (2 min)
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- How ML can detect patterns in test failures
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- Key indicators ML models look for
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- Success metrics in real projects
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- How machine learning can detect patterns in test failures
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- Test case features that aid in flaky test detection
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- Evaluating the success of machine learning models in Python projects
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### Tools and Next Steps (2 min)
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### Tools and Next Steps (1 min)
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- Available open-source tools for handling flaky tests
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- Practical steps for maintainers to get started
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- Resources for learning more about test flakiness
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## Full Names of Speakers
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- Lead Presenter: Gregory M. Kapfhammer (Department of Computer and Information Science, Allegheny College)
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- Research Collaborators:
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- Michael Hilton, School of Computer Science, Carnegie Mellon University
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- Phil McMinn, Department of Computer Science, University of Sheffield
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- Owain Parry, Department of Computer Science, University of Sheffield
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## Speaker Intro
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The lead presenter, Gregory M. Kapfhammer, is an Associate Professor of Computer
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Science at Allegheny College. Along with conducting and publishing research on
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flaky tests, he has
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## Social Media
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- Mastodon: https://fosstodon.org/@gkapfham
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- LinkedIn: http://www.linkedin.com/in/GregKapfhammer
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- Google Scholar: https://scholar.google.com/citations?user=g0eDPjYAAAAJ
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- Web: https://www.gregorykapfhammer.com/
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## Links to Slides or Videos of Previous Presentations
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- Research Papers by Gregory M. Kapfhammer: https://www.gregorykapfhammer.com/research/papers/
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- Presentations by Gregory M. Kapfhammer: https://www.gregorykapfhammer.com/research/presentations/
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- Podcast Episodes hosted by Gregory M. Kapfhammer on Software Engineering Radio: https://se-radio.net/team/gregory-kapfhammer/
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- SpeakerDeck for Gregory M. Kapfhammer: https://speakerdeck.com/gkapfham
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- Podcast Episodes hosted by Gregory M. Kapfhammer on Software Engineering Radio: https://se-radio.net/team/gregory-kapfhammer/
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Gregory M. Kapfhammer has spoken at both the PyCon Education Summit and a PyCon
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lightning talk session and presented posters in the PyCon Poster Symposium, in
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addition to giving presentations at PyOhio and PyGotham. He has also appeared as
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a guest on podcasts such as Software Engineering Radio, Talk Python, Stack
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Overflow Podcast, and Hanselminutes.

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