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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

Gregory M. Kapfhammer

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Book Open access Oct 2026

multiplex: A Modular LLM-Based Mutation Framework

Mutation testing introduces synthetic defects into a program under test to assess test suite adequacy. While recent advances in large language models (LLMs) have led to more realistic and hard-to-kill mutants, the field is currently dominated by single-purpose research prototypes that tightly couple the mutant generati...

Megan Maton, Gregory M. Kapfhammer, Phil McMinn · 1 citation
Book Open access Oct 2026

FlakeFighters: A Pytest Plugin to Detect Flaky Test Failures

Flaky tests — tests which non-deterministically pass and fail against the same version of code — pose a well-established painful issue for developers due to the unpredictability of failures. The current state of practice to detect and work around flaky tests is to simply rerun them. However, this can erode confidence i...

Michael Foster, Owain Parry, Michael Hilton et al. · 0 citations

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