hollowtest flags meaningless AI-generated tests that boost coverage but prove nothing
A developer has released hollowtest, an open-source Python tool designed to detect test functions that pass without actually verifying any meaningful behavior. The tool statically analyzes test files using Python's AST, flagging patterns such as missing assertions, tautologies like 'assert True', and mock-only checks that never validate real outcomes. It supports pytest and unittest conventions and requires no external dependencies, running entirely on the Python standard library. The project was motivated by the rise of AI-generated code, where tools often produce tests that inflate coverage metrics without catching bugs. hollowtest integrates with CI pipelines and GitHub Actions, exiting with configurable error or warning codes, and is available under the MIT license for Python 3.10 and above.
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