A preprint evaluating Cypress end-to-end testing on the open-source Conduit RealWorld application reports a large descriptive speed difference against manual execution and lower repair times for a suite using data-cy locators. The study also found that a minority of scenarios were flaky, with instability concentrated in the Favorite Article workflow.
9th International Conference on Research in Engineering and Technology (RET 2026)4 min read
A preprint analyzing repository-local documentation activity found that coding agents most often interacted with instruction files and working notes. It found no consistent link between consultation and code editing or documentation creation, while testing and building appeared less frequent afterward.
An arXiv preprint presents a symbolic-numeric eigensolver for polynomial systems and symmetric tensors. Its illustrative examples recovered repeated polynomial solutions and produced a highly accurate tensor reconstruction, but the work does not include broader benchmark or stability testing.
BreakGuard’s strongest reported setup detected 27 of 89 dependency-breaking updates, but generated tests often failed to compile and mainly exposed crash-type failures rather than changed values.