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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Denini Silva

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Preprint Sep 2026

Evaluating Shaker for Flaky Test Detection in Python Projects

The first empirical evaluation of Shaker for Python is presented, comparing non-order-dependent flaky tests from the ground-truth dataset of Gruber et al., and finding that Shaker provides no statistically significant detection advantage over plain re-execution.

G. Leal, Denini Silva, Leopoldo Teixeira · 0 citations
Book Open access Jul 2026

PyMOP: A Runtime Verification Tool for Python

PyMOP is presented, a generic, extensible, and more efficient Python RV tool that supports five logics, implements five monitoring algorithms, ships with 81 specs, and supports three instrumentation strategies that help find hundreds of bugs by monitoring test executions against formal specifications.

Zhuohan Shen, Mohammed Yaseen, Kevin Guan et al. · 2 citations

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