An Empirical Analysis of Flaky Tests.¶
Luo, Q., Hariri, F., Eloussi, L., & Marinov, D. (2014). An Empirical Analysis of Flaky Tests. Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE 2014), 643-653.
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Primes¶
- Signal Inflation
- The pattern recurs again in regulatory inspection, where too many low-severity findings produce auditee habituation; in parenting and management, where the repeated "last warning" loses its cliff-edge function; and in software engineering, where review nits drown out substantive concerns and CI flakes degrade trust in real failures.
This sourceFirst empirical study of flaky tests; documents how nondeterministic test failures (CI flakiness) erode developer trust in real failures.
- The pattern recurs again in regulatory inspection, where too many low-severity findings produce auditee habituation; in parenting and management, where the repeated "last warning" loses its cliff-edge function; and in software engineering, where review nits drown out substantive concerns and CI flakes degrade trust in real failures.
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